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Vynleads, Inc. (VYND) Stock Historical Prices & Data - Yahoo Finance

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Vynleads, Inc. (VYND) stock historical prices & data – Yahoo Finance

Since its opening in 1974, prime steaks and martinis have never gone out of style at this Palo Alto institution. The atmosphere is very clubby with fireplaces, dark wood, sports memorabilia and plush leather booths tucked into the many nooks throughout the ...

Sundance The Steakhouse

* * Achievement unlocked: With more than ‘4 billion’ in total votes -- almost half the population of earth voted for startups! JUST KIDDING! Some companies had a to accumulating their votes. unique approach In 2021, decided to host to highlight the backbone of the future - tech startups! for the first time in forever (make sure you sing it in Anna’s voice), HackerNoon.com Startups of The Year More than 44,000 startups were nominated all across the globe, spanning over 4,553 cities. That’s.Just.Spiffy! To see who is a winner in each respective city, visit and pick a city. The name at the top of the list is the winner. (Compromised awards are under review.) startups.hackernoon.com The will announce the winners per region in their respective cities. Startups Winners Announcement Series We’d like to take a moment here and thank every single person who cast a vote and every single company, both nominated and not nominated yet this year. Furthermore, we thank you for existing and opening more opportunities for the wonders of the future to come. Even if you don’t win anything today, you’ve won something much more valuable - our hearts <3 Okay, sorry for the long introduction. Below are all the Startups Winners: Startups of the Year (SOTY) in Africa Johannesburg, South Africa With more than 900 votes cast, #SOTY calls.... MiBRAND Thank you for connecting businesses and consumers, great job! Lagos, Nigeria With 836 votes in the bag, let’s give it up for... Goodtalent Thanks for helping tech companies build great engineering teams. Cape Town, South Africa Want to learn more about finance and use that knowledge to make better financial decisions? Look no further. Introducing winner of Startups of The Year, Cape Town: Revix With 527 votes cast, it seems like a lot of people have more money in their pockets thanks to . Revix Mahé, Seychelles With around 515 votes cast, #SOTY summons... DAOLaunch Thank you for bridging the gap between investors and startups. Lusaka And the winner for #SOTY in Lusaka is... ComGrow Thanks to them, people here are getting closer to the reality of the digitization of village banking. Nairobi, Kenya With 252 votes cast, UTU came out top as the Startup of The Year. Thanks for building the trust infrastructure of the internet to help businesses and consumers engage and transact in a more reliable way. Yaoundé Accounting for more than 73% of total votes, CamPay won this award fair and square. Thank you for making sending and receiving payments easier between online merchants. Abuja, Nigeria A proud winner in the prestigious capital of Nigeria, Elesaro deserves all the plaudits it gets. is a suite crowdfunding protocol built on BSC, Reward, Equity, Lending & NFT Marketplace. Congratulations! Elesaro Dar Es Salaam, Tanzania Jamii Africa is the name that will always be engraved on the #SOTY trophy. As a mobile micro-health insurance, Jamii Africa has done a great job for the health sector in Tanzania. Kigali, Rwanda Another #SOTY medal in the bag for none other than …wait for it… BAG Innovation BAG Innovation applies Gamification to offer real-time access to experience-based learning for University students in East Africa. Everybody loves playing games, but using games to learn in school is on another level. Gauteng, South Africa And the award goes to... Planet42 Thanks for democratising mobility by enabling people ignored by banks to get access to a personal vehicle through a car subscription service. Once again, congratulations! Port Harcourt, Nigeria Cryptocurrency is the present and the future, as we’ve all come to know. FLITBASE makes these digital assets more accessible to everyone. #SOTY is proud to add you to our Hall of Fame. Cairo, Egypt With 18 votes won out of the 91 cast, it seems there was fierce competition. Congratulations to... SubsBase for winning Startups of The Year. SubsBase allows businesses to manage their subscribers, automate recurring billings, set pricing plans, and monitor subscription KPIs. Tunis, Tunisia Come one, come all! Witness the greatness of yet another wonderful startup in the #SOTY. Thank you... VYND for providing a fully integrated digital platform to help venue owners better serve their customers and grow their businesses. Stellenbosch, South Africa BankTech connects clients to a payment network where it provides a convenient interface to meet various payments needs. You’ve won #SOTY proudly! Pretoria #SOTY acknowledges... Grays Pharmaceuticals Thank you for all you do. Lekki, Nigeria Middletrust provides reliable escrow services in Africa. Congratulations on winning a #SOTY medal. Addis Ababa Thank you... Hello Solar for consistently accelerating sustainable energy solutions, especially for remote communities. With half of the votes cast, you beat the odds. Accra, Ghana UT Bank Ghana provides various commercial banking services to individuals and companies in Ghana. We cannot emphasize enough the importance of financial services to humankind. #SOTY is proud of all you do. Gîza, Egypt Big congratulations to... HOVO for winning this award. Your on-demand mobile app for ordering trucks is truly appreciated! Goma, Democratic Republic of Congo Congratulations for coming out on top of #SOTY, SillonBlue Technologies As an ICT Consulting and SaaS company, SillonBlue Technologies focuses on software and mobile app development, and data collection. Yaba, Nigeria With more than half of the votes cast, this nominee conquered undisputedly. Let’s give it up for... Kuda a no-fee full-service digital bank making banking affordable for all Africans on the planet. Morocco City Almes provides infrastructure and logistics services. Congratulations on earning a #SOTY medal. Dakar ShopMeAway provides families and businesses with new ways to shop around the world with reduced shipping costs. You deserve the plaudits you’ve received! Casablanca Sheaply provides crowd shipping and crowd shopping solutions. This reduces cost and improves efficiency on shipping and shopping. Congratulations on winning a #SOTY medal. Nguru, Nigeria Accounting for 88% of the votes, TradeBuza wins #SOTY almost flawlessly. TradeBuza is a tech-enabled commodities sourcing platform for commodities aggregators and out-grower schemes. Ikeja, Nigeria PropertyPro Nigeria is now pronounced Startup of the Year in Ikeja. Let’s admit, who doesn’t appreciate a platform built to search for real estate properties? Ibadan, Nigeria No Bank, No Problem! (That’s probably not their motto, by the way) Shield Finders is a fintech and financial service provider to the unbanked. Congratulation on winning most of the votes! 6 October City, Egypt Wuilt is a website builder where you can create your own Arabic website in under 5 minutes. Thank you for making this technology accessible to people. One #SOTY medal for you! Algiers The only nominee who outvoted all others, please give it up for... Yassir Thank you for providing convenient transport services using your app. Enugu In an area that usually suffers from inconsistent electricity, Greenage comes to the rescue with their green cape and spandex suit. Greenage Technologies is a Nigerian startup solving electricity problems in Nigeria using solar energy technology. Congrats, Greenage. Abeokuta, Nigeria A government organization creating opportunities for entrepreneurs and the unemployed - no one deserves the title Startup of The Year better than Ogun Innovate Congratulations! Ariana And the award goes to... E-Stores Factory a web platform that helps rent and manage e-shops for enterprises seeking to sell online. Thank you for making the (not a typo) more friendly! e-cosystem Benin City Health really is wealth. MOBicure provides mobile technology solutions for Africa's biggest health problems. Thank you for all you do. From #SOTY with love <3 Centurion GameZBoost offers white label gaming platforms, including online desktop solutions, fully responsive mobile and social platforms. Thank you for making the world a more fun place! Gaborone Augmenta Cyber Security provides services in cyber security, safe data storage, SCADA security, SAP Security, etc. Congratulations on winning 10/10 of the votes. You rock! Garki There can never be enough medical platforms in the world. Congratulations to... Wella Health an operator of a healthcare technology company intended to provide treatments and medicines for malaria. Thank you for all you do! Lilongwe Yellow is a digital platform enabling informal merchants in Africa. #SOTY welcomes you to its hall of fame. Make yourself at home ;) Luanda Access to finance is important for any company or sector to succeed. And no other company deserves the title Startup of The Year more than Deya the first Angolan and PALOP crowdfunding platform that aims to increase access to financing for social impact causes and entrepreneurs. . 10/10 will recommend Mombasa Life can be hard, and so a little humor helps ease these hardships. Congratulations to this political satire puppet show, The XYZ Show for winning #SOTY. Thanks for putting smiles on our faces. Port Louis Town Bet you’ve never heard of a Smartcup. Thanks to Intellicup that exists now, and therefore earns this startup a #SOTY badge.  Intellicup is a unique high-speed beverage dispensing solution with integrated smart technology. While this cup won’t be able to wake you up in the morning, you have to agree that it’s still pretty impressive. Rabat Atlan Space is a startup building AI to autonomously pilot any fixed-wing drone, to monitor and take measures over very large areas. You deserve the #SOTY medal. Réunion Imagine having the power to do ultrasound scans on your handheld device. OSCULT by Oscadi is a handheld ultrasound imaging device interfaced with the Apple iPad. Congratulations on making it into the #SOTY! Somerset West Winning the award fair and square is Sticitt a cashless payment platform that is also aimed at teaching learners at school the basics of finance. The future of the world would be in good hands when our children know how to adequately manage finances. Thank you for saving the world in advance. Thika Flowers make the world a beautiful place to live in. Wilmar Flowers exports summer flowers grown by small and medium-sized farmers from Kenya. Kudos for making the world beautiful, #SOTY is honored to have you in our Hall of Fame. Kampala, Uganda Yo-Waste Limited is an African startup that provides waste, recycling and “smart city” solutions to businesses and governments. Your #SOTY gold medal shines as much as you do <3 Harare, Zimbabwe The world is becoming more and more digital every day. Thanks to companies like Golix that provide services of digital currencies for people in Africa, the digitization of the world is becoming more robust. Freetown Easy Solar is a distribution company making energy, durable goods and financial services affordable and accessible through pay-as-you-go tech. Thumbs up! Kicukiro FOODLINE specializes in non-genetically-modified grocery farming and production lines. Winner Winner Chicken Dinner! #SOTY Goma, Democratic Republic of Congo Startups Nuru is a renewable and environmental company that specializes in the fields of storage micro-grids and solar energy. After racking up all the votes, #SOTY honors you. Abidjan, Côte d'Ivoire Digitech provides a fully integrated and cloud-based InsurTech platform to incumbent insurance companies. You are awesome! Durban Security can never really be enough. We’d like to honor Blue Security the title Startup of The Year, for specializing in the installation and monitoring of intruder detection systems, and in providing armed response services. Ikoyi And the Startup of The year goes to... Winich Farms an Agritech Startup leveraging tech to connect rural farmers to Finance & Market, thus, increasing productivity and cutting post-harvest loss. You rock! Lomé The last recipient of #SOTY in Africa calls for... Gozem a transport technology platform for Francophone West and Central Africa. Thank you for providing a platform for transportation. We are honored to have you! *Winners missing from this list will be added accordingly. More Information If you’re a winner, please answer ! If you’re a reader, participant, just a curious individual, consider answering one of our interviews . this interview here Read the FAQs about or . Startups here here To see all of the winners you may visit , pick any city and view the name that appears at the top. this site If you’re interested in partnering with us, we invite you to look through some of these or reach out to our business department. unique sponsorship options Perhaps creating your very own tickles your fancy or maybe you have a whole new idea for how we can partner! writing contest Thank you to all of our sponsors! We truly appreciate your contribution to the tech world and thus the future! The Startups Awards are sponsored by: , , , , , , , , , , Blockster Brex FreeCodeCamp LaunchDarkly Coil Udacity Udemy Vercel Asia Pacific Transgender Network Bybit Everscale Network This post was written and edited by Kien Dao and Joshua Omale. If you have any questions or concerns or would like to report a discrepancy please email ellen@hackernoon.com.

What are the Top Startups in Africa?

Since GDPR came into effect in 2018, the world has slowly shifted from perceiving cybersecurity as a mere burden that most organizations dismiss, to viewing it as a business vector that should be carefully analyzed, planned, monitored, and above all, receive managerial attention and dedicated resources. However, the shift from the first described “mode” to the second has been gradual, especially among organizations that did not have more than a slim handful of privacy regulations to which they were obligated to adhere. In such circumstances, this shift has been too slow and only mildly affected the managerial prioritization or the allocation of resources. While the awareness of organizations toward cybersecurity escalated dramatically, its practical application is still lagging. 2024 will leave significantly fewer organizations that could still claim to have this mere handful of regulations to follow. This will derive the urgency to quickly adapt, or otherwise, be at risk of breaches or be left outside of business opportunities due to cybersecurity implementation gaps. Continuing last year's trend of increased regulation frameworks, more regulations have been developed and published, depicting 2024 as another fruitful year in cyber and privacy guidance, with some notable themes and trends already taking shape:. 1. Regulatory Onslaught: AI and ESG Take Center Stage To say that the cyber and vendor security regulatory landscape is expanding is a mere understatement. For one, the is set to control and reduce AI-associated risks within the European region, underscoring a giant leap as it becomes the world’s first comprehensive AI law. EU AI Act Secondly, has increased public awareness of the frameworks due to increasing customers' support for environmental conservation, human rights, and ethical business operations. In the next few years, companies are more likely to prioritize building relationships with suppliers who align with their internal values. However, there is still no industry-wide standard for evaluating ESG performance, despite the greater attention being paid to ESG considerations. Third-Party Risk Management (TPRM) Environmental, Social, and Governance (ESG) Other regulatory frameworks surging include , which unifies guidance for all EU members, on response and recovery from all types of ICT-related disruptions and threats; which will improve the ability to incorporate trustworthiness considerations into the design, development, use, and evaluation of AI products, services, and systems; which puts forward guidelines for cybersecurity risk management, governance and incident reporting by public companies (US); which was designed to present tiered security levels for contractors for US Government vendors, and which has been drafted by the German Federal Ministry of Labor and Social Affairs (BMAS) to regulate Corporate Due Diligence Obligations in Supply Chains that are operating with connection to German entities. DORA (Digital Operational Resilience Act) NIST’s AI RMF (Risk Management Framework) SEC Disclosure Rules (by The Securities and Exchange Commission) CMMC (Cybersecurity Maturity Model Certification) The German Supply Chain Act (GSA) 2. Board Engagement: A New Paradigm for Cybersecurity and ESG As the importance of cybersecurity continues, supervising it will no longer be exclusive to designated teams. Moving forward, boards will be more involved, covering cybersecurity measures and broader ESG aspects. Today, the connection between cybersecurity and ESG is becoming more apparent, and board members now recognize that sustainable business practices require a comprehensive strategy. Boards must incorporate social responsibility, environmental impact, and transparency in governance into their cybersecurity plans as demand on corporations to do so grows. This all-encompassing strategy recognizes the wider influence of cybersecurity on the standing, reliability, and long-term viability of the company. Boards now have to consider the ramifications of this paradigm change for the organization's social effect, ethical standing, and compliance with changing regulatory frameworks, in addition to the technical nuances of cybersecurity. The inclusion of ESG and cybersecurity on the board's agenda indicates that organizational risk management has matured and is now in line with wider society's expectations for security procedures. 3. Generative AI: Stakes and Emerging Risks Generative AI increases productivity, automates documentation, and simplifies several procedures. Simply put, it is becoming a need for businesses to remain competitive as they incorporate it into their operations more and more. However, this integration has its own set of concerns, some of which have long existed but continuously remain as pressing issues. The autonomous generation of information, designs, and innovations by Generative AI systems raises concerns regarding intellectual property (IP). Protecting confidential data becomes crucial, necessitating the implementation of strong safeguards by enterprises to preserve their intellectual property. When massive volumes of sensitive data are processed by Generative AI systems, data integrity becomes even more important. As a result, ensuring the security and privacy of this data becomes an insurmountable task, requiring more extensive encryption, access controls, and monitoring systems. The risks associated with Generative AI aren’t brand new. However, the scale and complexity of AI-driven systems demand a more vigilant culture for organizations to proactively address these challenges. Through this, the full potential of Generative AI can be unlocked without compromising company data. 4. Persistent Threat: Data Breaches and Ecosystem Impact Make no mistake: data breaches will always be present despite advancements in cybersecurity. Even the biggest companies, frequently regarded as security heavyweights, haven’t gotten their immunity badge yet. As a result, repercussions impacting the whole ecosystem will likely continue as corporate activities are interdependent. We’ve seen some of the biggest data breaches last year alone. In March 2023, the ChatGPT breach led to the data exposure of . It contained the last four credit card digits, the expiration date, the email address, the payment address, and the first and last names of the current user. Other breaches that came months later include the MOVEit, JumpCloud, and T-Mobile, just to name a few. 1.2% of subscribers This pattern is unlikely to change in 2024 as threat actors evolve alongside the advancement of cybersecurity tools. The ongoing occurrence of data breaches emphasizes the necessity of continuous watchfulness, flexible security tactics, and industry-wide cooperation to strengthen the group's defense against cyberattacks. Establishing effective incident response and recovery procedures must take precedence over only preventing breaches for organizations. Just as important as preventing a breach in the first place is the capacity to quickly and efficiently lessen its effects. Nowadays, cybersecurity is a strategic necessity for preserving stakeholder confidence and protecting organizational resilience, not only a defensive tactic. 5. Rise of BISO: Bridging Business and Security A notable development in the organizational hierarchy is the rise of the This role serves as a bridge between business strategy and cybersecurity, acknowledging the intrinsic link between these two domains. The BISO is tasked with aligning security objectives with broader business goals, ensuring that cybersecurity measures contribute to, rather than hinder, organizational success. Business Information Security Officer (BISO). As vendor security becomes a core component of corporate strategy, the BISO is essential in helping the board, executive leadership, and the cybersecurity team communicate with each other. This integration ensures that organizational goals are smoothly integrated into security activities, rather than being isolated from the larger business strategy. The duties of the BISO go beyond technical proficiency to encompass a thorough comprehension of business operations, risk tolerance, and regulatory environment. Organizations can take proactive actions to address cybersecurity issues and leverage security measures as drivers of business resilience and innovation when they are strategically aligned. Conclusion The arrival of AI in cybersecurity represents a generational opportunity, one that must be approached with both vigilance and responsible stewardship. This era is unparalleled in its readiness to harness such a technological leap. Whether it is protecting against ongoing data breaches,, increased and active board participation, legal developments, or the rise of the BISO role, all these aspects can be supported, guided, and infrastructurally supported by Generative AI to ensure a more robust company posture to Vendor Security and TPRM as a whole. Indeed, TPRM has long been recognized as a formidable logistical challenge awaiting a solution within the technological domain. It is time we leverage the sophisticated technology at our disposal to address this challenge effectively, ushering in a new era of robust and resilient cybersecurity infrastructure.

The Future of Vendor Security: 5 Trends to Watch in 2024

Did you know that we have certain kinds of vending machines in the crypto world too? They were designed to facilitate users' experience in various operations involving trading —of any kind of token or physical product. as the product itself or as the payment method. In other words, you could use them or even create them to buy and sell something, including cryptocurrencies in the process Several companies have built and installed crypto-related physical vending machines in numerous cities worldwide. However, not every “vending machine” in crypto is physical. We also have digital vending machines to improve our experience. Let’s learn more about them. Physical Vending Machines + Crypto , the company American Green was likely the first one to build a Bitcoin-payment-friendly vending machine. To dispense medical marijuana. Due to the nature of the product, the machine also could scan IDs before the purchase, paid with BTC. Back in 2014 Different products and brands would join over the years: Today, it’s even possible to configure regular vending machines, to accept several cryptocurrencies, with the app . The product inside would depend solely on the owner(s). to buy beer, (with Litecoin), soft drinks, and much more. Red Bull snacks, PayRange , a new crypto vending physical machine would appear. This time, the tokens weren’t the payment method, but the product. Neon Marketplace created the first-ever vending machine to sell Non-Fungible Tokens (NFTs) physically; and installed it in New York (USA). They offered two collections in the Solana chain: “Colors” and “Party Pidgeons,” payable by credit card instead of cryptocurrencies. After 2022 The users would receive a small package containing a code to redeem their $6 or $421 prize. , the package could get stuck in the machine (like in any other vending machine) or the code may be defective. However, it’s considered a beginner-friendly way to start in the crypto world. Sometimes , including myNFT (London), Masahide Matsuda (Tokyo), Atlas (Malaysia), and the (Vancouver). Often, it would be possible to pay in crypto as well, and the machine would stay in place indefinitely. Some other times, this would be just a temporary exhibition at a crypto-related conference or art display. Other companies and artists would follow the example and create their own NFT vending machines Skull Society Digital Dispensers In 2019, even before the physical versions, a developer recreated the same vending machine process to buy and sell tokens digitally. It was a program inside the Bitcoin-based Counterparty Network, called “Dispenser,” and released by John "Chiguireitor" Villar through the Counterparty Improvement Proposal 21 ( ). CIP21 Unlike their physical counterparts, these virtual machines are accessible through websites or mobile/desktop applications, presenting the digital item, its quantity, price, and other pertinent details. Basically, a dispenser in Counterparty is a virtual vending machine, akin to its physical counterpart but instead of doling out sodas, it dispenses digital objects (NFTs or other compatible tokens). Dispensers provide a simple yet efficient mechanism for both creation and use. To create one, a seller requires some compatible assets (created with Counterparty) and configures the virtual dispenser to deliver a desired quantity of tokens at a specified price. Users, on the other hand, access dispensers through direct links, explore available options, and make purchases by sending the exact amount to the provided address, receiving the acquired NFTs promptly. BTC . Dispensers are still based in Bitcoin, though, so the transactions will always depend on the miners —some sort of middlemen. This user-friendly process eliminates intermediaries, making dispensers an accessible and cost-effective solution for digital item exchange within the Counterparty ecosystem They’re not smart contracts that mediate between users, but a digital entity by themselves, working independently after the first configuration and until the product is sold out. Another potential issue lies there, though: if the product (the asset) is sold out, and the user isn’t paying attention, they could lose all the funds sent to the dispenser. Autonomous Agents (AAs) There is another kind of crypto-related “vending machine,” but this one is more versatile than the others. Similar to smart contracts, in Obyte are computer programs, built with code on a distributed ledger. They’re designed to make a specific (and digital) task, but they’re not there to represent a real human “party,” user, or company. Autonomous Agents Smart contracts can enforce some pre-set conditions of any accord between users, while Autonomous Agents are a kind of “users” themselves. Just like vending machines, only that they have an unalterable code and can’t issue a wrong order or get stuck. Automated users, always available to carry on a specific task at the call of a human user. AAs receive transactions with money and data, delivering a response—monetary tokens and recorded data on the Directed Acyclic Graph (DAG) ledger, free of miners and other middlemen, which makes it more decentralized than other networks. They operate independently, transparently displaying expected responses in the same wallet before completing the transaction. Developed in Oscript, a programming language optimized for safety, AAs enable precise execution of tasks, minimizing errors. They serve various purposes: from decentralized exchanges and payment channels to prediction markets and lending apps. So, anyone can interact with the involved Dapp by sending or receiving transactions to and from the AA’s Obyte address. Users can interact with AAs through their , initiating transactions that are promptly recorded and answered. Obyte wallets Developers can also build their own AAs for different purposes, using the . Some AAs that are deployed on Obyte include the Dapp , the DEXes and , the , the prediction markets platform , and — a tool for cascading donations on GitHub. proper tools Bonded Stablecoins ODEX Oswap Obyte Token Registry Prophet Kivach What to choose? This is entirely up to you, of course. However, we have to admit that NFT machines, crypto-accepting machines, and digital dispensers (of tokens) have very limited and specific functions, while AAs could be any decentralized tool in the digital realm. For beginners, physical vending machines that accept or dispense cryptocurrencies offer tangible, real-world products with the convenience of digital currency transactions. These are suitable for those seeking a bridge between the digital and physical realms. Counterparty dispensers, functioning on the Bitcoin ledger, cater to the NFT market and token trading limited to this network. Autonomous Agents in Obyte present a digital, decentralized alternative, excelling in executing rule-based processes for various DeFi applications and beyond. They offer transparency, security, and user-friendly interactions, and could reach several chains if the users bridge their tokens through . Counterstake As we’ve mentioned above, many interesting applications in Obyte are built with AAs, but they have their own websites with user-friendly interfaces. You’ll just need your wallet and some coins. Ready to try? And remember, you don’t even have to know what an Autonomous Agent is . to use one Featured Vector Image by vectorjuice / Freepik

Exploring Crypto ‘Vending Machines’: Physical Machines, Dispensers, and Autonomous Agents

ক্রিপ্টো 'ভেন্ডিং মেশিন' অন্বেষণ করা: ফিজিক্যাল মেশিন, ডিসপেনসার এবং স্বায়ত্তশাসিত এজেন্ট

Erkundung von Krypto-„Verkaufsautomaten“: physische Maschinen, Spender und autonome Agenten

Explorando las 'máquinas expendedoras' de criptomonedas: máquinas físicas, dispensadores y agentes autónomos

Explorer les « distributeurs automatiques » cryptographiques : machines physiques, distributeurs et agents autonomes

क्रिप्टो 'वेंडिंग मशीन' की खोज: भौतिक मशीनें, डिस्पेंसर और स्वायत्त एजेंट

暗号通貨の「自動販売機」の探求: 物理マシン、ディスペンサー、自律エージェント

암호화폐 '자판기' 탐색: 물리적 기계, 디스펜서 및 자율 에이전트

Explorando ‘máquinas de venda automática’ criptográficas: máquinas físicas, distribuidores e agentes autônomos

Изучение криптовалютных «торговых автоматов»: физические машины, диспенсеры и автономные агенты

Kripto 'Otomat Makinelerini' Keşfetmek: Fiziksel Makineler, Dağıtıcılar ve Otonom Aracılar

Khám phá 'Máy bán hàng tự động' tiền điện tử: Máy vật lý, Máy phân phối và Đại lý tự trị

探索加密“自动售货机”：物理机器、分配器和自主代理

Especially when talking about , many articles and videos focus on an architectural element that, in their opinion, is absolutely necessary for building such kinds of applications: . microservices API Gateways Yes, they are actually useful, but they are not the solution to every architectural problem. In this article, we will learn what API Gateways are, their pros and cons, why you should distinguish them from Load Balancers, and more. What is an API Gateway? Imagine that your application is made of several web services and APIs. Each of them will be deployed on a separate host, therefore having a different URL. While it can be helpful for internal development - you have a clear separation of operations available in your system - it can become cumbersome for the developers who have to integrate all those endpoints in their application. That’s where API Gateways come into play: they to uniform the access to your system. add a sort of in front of your set of APIs façade Say that you’ve built a Hotel booking system that is made of 3 services: , deployed at BookingAPI https://bookings.mycompany.org/api , deployed at SearchAPI https://mycompany.org/search/api , deployed at (notice the ) DiscountAPI https://discounts.mycompany.org/v1/api v1 By adding an API Gateway, you can hide these APIs behind a single host, like , mapping the route path to the original services’ URLs. https://api.mycompany.org/ As with everything in the world, there are advantages and disadvantages. Let’s learn! 🔥 Advantages of an API Gateway API Gateways have lots of advantages. It’s not a coincidence that they are being used in many architectures. Let’s see some of the best characteristics of an API Gateway. Internal API security Since your internal APIs are hidden behind an API Gateway, you make them discoverable by intruders who might want to access your systems and data. less Let’s go back to the Hotel Booking system in our example. External users will only see the host without knowing the structure of the internal API services. This . api.mycompany.com reduces the attack surface You can also by adding them to the API Gateway and have them applied to all the APIs behind the Gateway. centralize Access Control Policies Finally, you can and analyze the traffic to spot unusual behavior in a single place. monitor all the incoming requests Reduced complexity Some concerns are common to all the APIs within the same system, such as , , and . rate limiting throttling access control With API Gateways, you can for such common concerns in a single point. For example, once you have defined some rate limiting policies on your Gateway, you can have the same settings automatically applied to every internal API endpoint (well, not “physically” applied to the internal APIs, but since the Gateway blocks some incoming requests, they will not reach the internal systems as well). centralize the settings API Gateways also help with : since you have all the internal services listed in the API Gateway, just by looking at its configurations, you can see the list of the deployed APIs and their hostname. service documentation Flexibility Since API Gateways act as a façade in front of other services, you can integrate services that work with . different protocols or formats For example, you can have one service that exposes GraphQL APIs, another one that works with GRPC, and have them all exposed as REST APIs using the API Gateway as a wrapper/converter to and from such formats. Hiding the actual API endpoints behind a Gateway also allows you to , which is a technique that will enable you to aggregate the results from different internal API calls and return the caller only the final result (as opposed as making the client call each single service and compose the result afterwards). implement API Composition Enhanced performance Depending on the vendor, you can have different tools to improve the overall performance. For example, you can to get quicker response times, or you can apply uniformed . cache responses data compressions Some vendors allow you to have multiple instances of the same service available behind the API Gateway, acting as a sort of Load Balancer. Another powerful technique you can implement is . In a simple architecture, if you have to communicate securely with three systems to aggregate the result, you have to validate the SSL connection three times. With , you can move these operations on the API Gateway component and avoid doing that in all the other services, making the application more performant. SSL Termination SSL Termination Disadvantages Single point of failure Since we placed an API Gateway in front of all the other API applications, all the external communication passes through the API Gateway. This means that , even though the single APIs are still up and running. if the API Gateway is unavailable, the whole system becomes unavailable as well So, when using an API Gateway: : an error in the configurations can have consequences on the whole system; Beware of the settings Ensure that the Gateway is capable of handling the incoming load of requests: if the API Gateway cannot cope with the number of incoming requests, it may become unavailable and make the whole system offline. Ensure that you have some (see the previous point). protection against DDoS attacks Increased latency An API Gateway is an in the API processing: when a client wants to call an API application, all requests must first pass through the API Gateway, which, in turn, will call the internal API. additional hop This processing, this routing, adds some network latency. Maybe it’s not noticeable, but it depends on the Gateway you choose, the underlying infrastructure, and the processing done by the Gateway. Vendor Lock-in Once you have deployed and configured an API Gateway, moving to another vendor might be difficult. You risk vendor lock-in, with all the consequences: if the price goes up or if they remove some functionalities that you need, you will have to come up with a solution to migrate that specific part of your infrastructure to another vendor. It might not be so easy - some straightforward ways to mitigate the risk are to and to that validate the routing and the functionalities. make your systems platform agnostic create e2e tests API Gateway VS Load Balancer Some people I know and the authors of some articles I read use API Gateway and Load Balancer as synonyms. Let me get it straight: they are not the same! Yes, they both are components that work with incoming requests. But they serve two totally different purposes. While Load Balancers “just” spread incoming requests across multiple instances of the same service, API Gateways act as a façade in front of different types of services. They are two totally different components of an architecture. Some vendors provide both functionalities, while others don’t. So, keep the two meanings distinct, and try to use the correct wording. API Gateway vendors comparison Here is a list of some API Gateway vendors’ prices, pros, and cons. Notice: . The info in this list comes primarily from their official documentation and, in some cases, from other resources that compare such products. I have yet to try all these vendors : it’s an Open Source product that provides features such as authentication, rate limiting, logging, caching, and more. It is written in Lua and runs on top of Nginx. Kong Price: Kong offers free community and paid enterprise editions. Pros: Kong is easy to install and configure, supports many plugins and integrations, and has a large and active community. Cons: Kong may have performance issues when handling large volumes of traffic, requires Nginx as a dependency, and has limited support for GraphQL, which is available only for the enterprise edition. : it’s a lightweight API Gateway written in Go. It offers API analytics, a developer portal, a dashboard, security, and other features. It can be deployed on-premises, in the cloud, or as a hybrid. Tyk Price: Tyk offers a 5-week free trial and four payment tiers. The Starter edition costs $600 per month for up to 10 million API calls. Pros: Tyk is fast, scalable, and flexible and has a rich set of features and plugins. Cons: Even though Tyk is open source, it has no free tier. : an API Gateway that is based on Express.js. It provides a single package with dynamic routing, access control, and API management. It is written in JavaScript. Express Gateway Price: Express Gateway is free and open source. Pros: Express Gateway is simple to use and customize, supports the Node.js ecosystem and middleware, and can be easily extended with plugins. Cons: Express Gateway may not be suitable for complex scenarios, as it lacks some advanced features such as caching (which is in the Medium Term roadmap). : an open-source API Gateway that is part of the Netflix OSS stack. It provides dynamic routing, resiliency, security, and monitoring for microservices. It is written in Java and can be integrated with other Netflix components. Zuul Price: Zuul is free and open source. Pros: Zuul is robust, reliable, and battle-tested by Netflix and supports filters for request processing. Cons: Zuul has limited documentation. : it offers features such as a developer portal, Gateway, policies, throttling, caching, and more. Azure API Management Price: Azure API Management offers a free tier and several paid tiers. The paid tiers start from $0.07 per hour for the Developer tier and go up to $3.83 per hour for the Premium tier. Pros: Azure API Management is easy to integrate with other Azure services, supports multiple protocols and formats, and has a rich set of features and policies. Cons: Azure API Management may have a complex pricing model, and it requires Azure Active Directory for authentication. : It provides complete lifecycle API management, from design and development to security and analytics. Amazon API Gateway Price: Amazon API Gateway offers a free tier and a pay-as-you-go model. The pay-as-you-go model charges per million API calls received, plus data transfer and caching fees. Pros: Amazon API Gateway is scalable, reliable, and secure; it supports serverless architectures and WebSocket APIs. Cons: Amazon API Gateway may have a steep learning curve for beginners, requires AWS Lambda for custom logic, and has limited documentation and support. It has a complex pricing tier. : It supports OpenAPI Specification v2 and gRPC APIs. Google Cloud API Gateway Price: Google Cloud API Gateway offers tiers based on the number of API calls. From 0 to 2 million calls, the service is free. From 2 million to 1 billion calls, you pay $3.00 per million API calls, while from 1 billion on, you pay $1.5 per million API calls. Pros: Google Cloud API Gateway is easy to use and deploy, supports multiple authentication methods and protocols, and integrates well with other Google Cloud services. Cons: It has limited plugins and integrations. Further readings It’s not the first time we talked about API Gateways in this blog: in fact, there’s an old article where I shared some things I learned about API Gateways the first time I heard about them: 🔗 API Gateways - an overview | Code4IT We also learned how to use Azure API Management to integrate the API Gateways product provided by Azure to organize some .NET APIs. 🔗 How to create an API Gateway using Azure API Management | Code4IT This article taught us that API Gateways are different from Load Balancers. Do you know what are some types of Load Balancers and why you should care? 🔗 Davide’s Code and Architecture Notes - L4 vs L7 Load Balancer | Code4IT Wrapping up Beware those who say that API Gateways are «the best thing to add to a microservice architecture»! As we learned, there are some downsides, too. Always make sure that the products and the components you choose fit your necessities and that you learn when something is for you. not I hope you enjoyed this article! Let’s keep in touch on or ! 🤜🤛 Twitter LinkedIn Happy coding! 🐧 Also published . here

A Guide to API Gateways: Unveiling Advantages, Disadvantages, and Vendor Comparisons

The Way We Live Now by Anthony Trollope, is part of the HackerNoon Books Series. You can jump to any chapter in this book . PAUL MONTAGUE'S VINDICATION. here PAUL MONTAGUE'S VINDICATION. It is hoped that the reader need hardly be informed that Hetta Carbury was a very miserable young woman as soon as she decided that duty compelled her to divide herself altogether from Paul Montague. I think that she was irrational; but to her it seemed that the offence against herself,—the offence against her own dignity as a woman,—was too great to be forgiven. There can be no doubt that it would all have been forgiven with the greatest ease had Paul told the story before it had reached her ears from any other source. Had he said to her,—when her heart was softest towards him,—I once loved another woman, and that woman is here now in London, a trouble to me, persecuting me, and her history is so and so, and the history of my love for her was after this fashion, and the history of my declining love is after that fashion, and of this at any rate you may be sure, that this woman has never been near my heart from the first moment in which I saw you;—had he told it to her thus, there would not have been an opening for anger. And he doubtless would have so told it, had not Hetta's brother interfered too quickly. He was then forced to exculpate himself, to confess rather than to tell his own story,—and to admit facts which wore the air of having been concealed, and which had already been conceived to be altogether damning if true. It was that journey to Lowestoft, not yet a month old, which did the mischief,—a journey as to which Hetta was not slow in understanding all that Roger Carbury had thought about it, though Roger would say nothing of it to herself. Paul had been staying at the seaside with this woman in amicable intimacy,—this horrid woman,—in intimacy worse than amicable, and had been visiting her daily at Islington! Hetta felt quite sure that he had never passed a day without going there since the arrival of the woman; and everybody would know what that meant. And during this very hour he had been,—well, perhaps not exactly making love to herself, but looking at her and talking to her, and behaving to her in a manner such as could not but make her understand that he intended to make love to her. Of course they had really understood it, since they had met at Madame Melmotte's first ball, when she had made a plea that she could not allow herself to dance with him more than,—say half-a-dozen times. Of course she had not intended him then to know that she would receive his love with favour; but equally of course she had known that he must so feel it. She had not only told herself, but had told her mother, that her heart was given away to this man; and yet the man during this very time was spending his hours with a—woman, with a strange American woman, to whom he acknowledged that he had been once engaged. How could she not quarrel with him? How could she refrain from telling him that everything must be over between them? Everybody was against him,—her mother, her brother, and her cousin: and she felt that she had not a word to say in his defence. A horrid woman! A wretched, bad, bold American intriguing woman! It was terrible to her that a friend of hers should ever have attached himself to such a creature;—but that he should have come to her with a second tale of love long, long before he had cleared himself from the first;—perhaps with no intention of clearing himself from the first! Of course she could not forgive him! No;—she would never forgive him. She would break her heart for him. That was a matter of course; but she would never forgive him. She knew well what it was that her mother wanted. Her mother thought that by forcing her into a quarrel with Montague she would force her also into a marriage with Roger Carbury. But her mother would find out that in that she was mistaken. She would never marry her cousin, though she would be always ready to acknowledge his worth. She was sure now that she would never marry any man. As she made this resolve she had a wicked satisfaction in feeling that it would be a trouble to her mother;—for though she was altogether in accord with Lady Carbury as to the iniquities of Paul Montague she was not the less angry with her mother for being so ready to expose those iniquities. Oh, with what slow, cautious fingers, with what heartbroken tenderness did she take out from its guardian case the brooch which Paul had given her! It had as yet been an only present, and in thanking him for it, which she had done with full, free-spoken words of love, she had begged him to send her no other, so that that might ever be to her,—to her dying day,—the one precious thing that had been given to her by her lover while she was yet a girl. Now it must be sent back;—and, no doubt, it would go to that abominable woman! But her fingers lingered over it as she touched it, and she would fain have kissed it, had she not told herself that she would have been disgraced, even in her solitude, by such a demonstration of affection. She had given her answer to Paul Montague; and, as she would have no further personal correspondence with him, she took the brooch to her mother with a request that it might be returned. "Of course, my dear, I will send it back to him. Is there nothing else?" "No, mamma;—nothing else. I have no letters, and no other present. You always knew everything that took place. If you will just send that back to him,—without a word. You won't say anything,—will you, mamma?" "There is nothing for me to say if you have really made him understand you." "I think he understood me, mamma. You need not doubt about that." "He has behaved very, very badly,—from the beginning," said Lady Carbury. But Hetta did not really think that the young man had behaved very badly from the beginning, and certainly did not wish to be told of his misbehaviour. No doubt she thought that the young man had behaved very well in falling in love with her directly he saw her;—only that he had behaved so badly in taking Mrs. Hurtle to Lowestoft afterwards! "It's no good talking about that, mamma. I hope you will never talk of him any more." "He is quite unworthy," said Lady Carbury. "I can't bear to—have him—abused," said Hetta sobbing. "My dear Hetta, I have no doubt this has made you for the time unhappy. Such little accidents do make people unhappy—for the time. But it will be much for the best that you should endeavour not to be so sensitive about it. The world is too rough and too hard for people to allow their feelings full play. You have to look out for the future, and you can best do so by resolving that Paul Montague shall be forgotten at once." "Oh, mamma, don't. How is a person to resolve? Oh, mamma, don't say any more." "But, my dear, there is more that I must say. Your future life is before you, and I must think of it, and you must think of it. Of course you must be married." "There is no of course at all." "Of course you must be married," continued Lady Carbury, "and of course it is your duty to think of the way in which this may be best done. My income is becoming less and less every day. I already owe money to your cousin, and I owe money to Mr. Broune." "Money to Mr. Broune!" "Yes,—to Mr. Broune. I had to pay a sum for Felix which Mr. Broune told me ought to be paid. And I owe money to tradesmen. I fear that I shall not be able to keep on this house. And they tell me,—your cousin and Mr. Broune,—that it is my duty to take Felix out of London,—probably abroad." "Of course I shall go with you." "It may be so at first; but, perhaps, even that may not be necessary. Why should you? What pleasure could you have in it? Think what my life must be with Felix in some French or German town!" "Mamma, why don't you let me be a comfort to you? Why do you speak of me always as though I were a burden?" "Everybody is a burden to other people. It is the way of life. But you,—if you will only yield in ever so little,—you may go where you will be no burden, where you will be accepted simply as a blessing. You have the opportunity of securing comfort for your whole life, and of making a friend, not only for yourself, but for me and your brother, of one whose friendship we cannot fail to want." "Mamma, you cannot really mean to talk about that now?" "Why should I not mean it? What is the use of indulging in high-flown nonsense? Make up your mind to be the wife of your cousin Roger." "This is horrid," said Hetta, bursting out in her agony. "Cannot you understand that I am broken-hearted about Paul, that I love him from my very soul, that parting from him is like tearing my heart in pieces? I know that I must, because he has behaved so very badly,—and because of that wicked woman! And so I have. But I did not think that in the very next hour you would bid me give myself to somebody else! I will never marry Roger Carbury. You may be quite—quite sure that I shall never marry any one. If you won't take me with you when you go away with Felix, I must stay behind and try and earn my bread. I suppose I could go out as a nurse." Then, without waiting for a reply she left the room and betook herself to her own apartment. Lady Carbury did not even understand her daughter. She could not conceive that she had in any way acted unkindly in taking the opportunity of Montague's rejection for pressing the suit of the other lover. She was simply anxious to get a husband for her daughter,—as she had been anxious to get a wife for her son,—in order that her child might live comfortably. But she felt that whenever she spoke common sense to Hetta, her daughter took it as an offence, and flew into tantrums, being altogether unable to accommodate herself to the hard truths of the world. Deep as was the sorrow which her son brought upon her, and great as was the disgrace, she could feel more sympathy for him than for the girl. If there was anything that she could not forgive in life it was romance. And yet she, at any rate, believed that she delighted in romantic poetry! At the present moment she was very wretched; and was certainly unselfish in her wish to see her daughter comfortably settled before she commenced those miserable roamings with her son which seemed to be her coming destiny. In these days she thought a good deal of Mr. Broune's offer, and of her own refusal. It was odd that since that refusal she had seen more of him, and had certainly known much more of him than she had ever seen or known before. Previous to that little episode their intimacy had been very fictitious, as are many intimacies. They had played at being friends, knowing but very little of each other. But now, during the last five or six weeks,—since she had refused his offer,—they had really learned to know each other. In the exquisite misery of her troubles, she had told him the truth about herself and her son, and he had responded, not by compliments, but by real aid and true counsel. His whole tone was altered to her, as was hers to him. There was no longer any egregious flattery between them,—and he, in speaking to her, would be almost rough to her. Once he had told her that she would be a fool if she did not do so and so. The consequence was that she almost regretted that she had allowed him to escape. But she certainly made no effort to recover the lost prize, for she told him all her troubles. It was on that afternoon, after her disagreement with her daughter, that Marie Melmotte came to her. And, on that same evening, closeted with Mr. Broune in her back room, she told him of both occurrences. "If the girl has got the money—," she began, regretting her son's obstinacy. "I don't believe a bit of it," said Broune. "From all that I can hear, I don't think that there is any money. And if there is, you may be sure that Melmotte would not let it slip through his fingers in that way. I would not have anything to do with it." "You think it is all over with the Melmottes?" "A rumour reached me just now that he had been already arrested." It was now between nine and ten in the evening. "But as I came away from my room, I heard that he was down at the House. That he will have to stand a trial for forgery, I think there cannot be a doubt, and I imagine that it will be found that not a shilling will be saved out of the property." "What a wonderful career it has been!" "Yes,—the strangest thing that has come up in our days. I am inclined to think that the utter ruin at this moment has been brought about by his reckless personal expenditure." "Why did he spend such a lot of money?" "Because he thought that he could conquer the world by it, and obtain universal credit. He very nearly succeeded too. Only he had forgotten to calculate the force of the envy of his competitors." "You think he has committed forgery?" "Certainly, I think so. Of course we know nothing as yet." "Then I suppose it is better that Felix should not have married her." "Certainly better. No redemption was to have been had on that side, and I don't think you should regret the loss of such money as his." Lady Carbury shook her head, meaning probably to imply that even Melmotte's money would have had no bad odour to one so dreadfully in want of assistance as her son. "At any rate do not think of it any more." Then she told him her grief about Hetta. "Ah, there," said he, "I feel myself less able to express an authoritative opinion." "He doesn't owe a shilling," said Lady Carbury, "and he is really a fine gentleman." "But if she doesn't like him?" "Oh, but she does. She thinks him to be the finest person in the world. She would obey him a great deal sooner than she would me. But she has her mind stuffed with nonsense about love." "A great many people, Lady Carbury, have their minds stuffed with that nonsense." "Yes;—and ruin themselves with it, as she will do. Love is like any other luxury. You have no right to it unless you can afford it. And those who will have it when they can't afford it, will come to the ground like this Mr. Melmotte. How odd it seems! It isn't a fortnight since we all thought him the greatest man in London." Mr. Broune only smiled, not thinking it worth his while to declare that he had never held that opinion about the late idol of Abchurch Lane. On the following morning, very early, while Melmotte was still lying, as yet undiscovered, on the floor of Mr. Longestaffe's room, a letter was brought up to Hetta by the maid-servant, who told her that Mr. Montague had delivered it with his own hands. She took it greedily, and then repressing herself, put it with an assumed gesture of indifference beneath her pillow. But as soon as the girl had left the room she at once seized her treasure. It never occurred to her as yet to think whether she would or would not receive a letter from her dismissed lover. She had told him that he must go, and go for ever, and had taken it for granted that he would do so,—probably willingly. No doubt he would be delighted to return to the American woman. But now that she had the letter, she allowed no doubt to come between her and the reading of it. As soon as she was alone she opened it, and she ran through its contents without allowing herself a moment for thinking, as she went on, whether the excuses made by her lover were or were not such as she ought to accept. Dearest Hetta, I think you have been most unjust to me, and if you have ever loved me I cannot understand your injustice. I have never deceived you in anything, not by a word, or for a moment. Unless you mean to throw me over because I did once love another woman, I do not know what cause of anger you have. I could not tell you about Mrs. Hurtle till you had accepted me, and, as you yourself must know, I had had no opportunity to tell you anything afterwards till the story had reached your ears. I hardly know what I said the other day, I was so miserable at your accusation. But I suppose I said then, and I again declare now, that I had made up my mind that circumstances would not admit of her becoming my wife before I had ever seen you, and that I have certainly never wavered in my determination since I saw you. I can with safety refer to Roger as to this, because I was with him when I so determined, and made up my mind very much at his instance. This was before I had ever even met you. If I understand it all right you are angry because I have associated with Mrs. Hurtle since I so determined. I am not going back to my first acquaintance with her now. You may blame me for that if you please,—though it cannot have been a fault against you. But, after what had occurred, was I to refuse to see her when she came to England to see me? I think that would have been cowardly. Of course I went to her. And when she was all alone here, without a single other friend, and telling me that she was unwell, and asking me to take her down to the seaside, was I to refuse? I think that that would have been unkind. It was a dreadful trouble to me. But of course I did it. She asked me to renew my engagement. I am bound to tell you that, but I know in telling you that it will go no farther. I declined, telling her that it was my purpose to ask another woman to be my wife. Of course there has been anger and sorrow,—anger on her part and sorrow on mine. But there has been no doubt. And at last she yielded. As far as she was concerned my trouble was over,—except in so far that her unhappiness has been a great trouble to me,—when, on a sudden, I found that the story had reached you in such a form as to make you determined to quarrel with me! Of course you do not know it all, for I cannot tell you all without telling her history. But you know everything that in the least concerns yourself, and I do say that you have no cause whatever for anger. I am writing at night. This evening your brooch was brought to me with three or four cutting words from your mother. But I cannot understand that if you really love me, you should wish to separate yourself from me,—or that, if you ever loved me, you should cease to love me now because of Mrs. Hurtle. I am so absolutely confused by the blow that I hardly know what I am writing, and take first one outrageous idea into my head and then another. My love for you is so thorough and so intense that I cannot bring myself to look forward to living without you, now that you have once owned that you have loved me. I cannot think it possible that love, such as I suppose yours must have been, could be made to cease all at a moment. Mine can't. I don't think it is natural that we should be parted. If you want corroboration of my story go yourself to Mrs. Hurtle. Anything is better than that we both should be broken-hearted. Yours most affectionately, Paul Montague. About HackerNoon Book Series: We bring you the most important technical, scientific, and insightful public domain books. This book is part of the public domain. Anthony Trollope (2004). The Way We Live Now. Urbana, Illinois: Project Gutenberg. Retrieved October 2022 https://www.gutenberg.org/cache/epub/5231/pg5231-images.html This eBook is for the use of anyone anywhere at no cost and with almost no restrictions whatsoever. You may copy it, give it away or re-use it under the terms of the Project Gutenberg License included with this eBook or online at , located at . www.gutenberg.org https://www.gutenberg.org/policy/license.html

PAUL MONTAGUE'S VINDICATION.

In the realm of , where Platform as a Service (PaaS) offers convenience, a subtler challenge lurks beneath the surface— . Imagine it as a digital labyrinth, where once you step in, finding the exit becomes intricate. Vendor lock-in refers to the situation where adopting specific PaaS services shackles you to a single provider, limiting your agility and freedom to choose. cloud computing Vendor Lock-in This brief journey of an article explores the essence of and unveils the strategies that can illuminate the path to liberation. As we navigate through this technological maze, understanding how to untangle ourselves becomes paramount. vendor lock-in concerns within the PaaS landscape Vendor Lock-in Concerns in PaaS When using PaaS, you often rely on tools and services unique to the provider. These offerings might be tailor-made to fit their platform, simplifying your work initially. But, as your application grows, this reliance can lead to complications. Imagine building a complex puzzle using pieces from a single set. If you want to switch providers, those puzzle pieces might not fit the new set, causing integration headaches and functionality losses. Data is the backbone of modern applications, and handle it in their own distinct ways. They might use specific data storage methods and formats, which makes moving your data to another platform tricky. It's like translating a book written in one language to another – nuances can be lost in translation. This lack of data portability might tie your application to a single provider, limiting your flexibility and freedom to choose. PaaS providers Integrating PaaS services with your existing systems can be as intricate as fitting a jigsaw puzzle with pieces of a different design. Each PaaS provider offers unique integration methods, making it challenging to switch between them. When considering a new provider, you'd not only need to learn their integration techniques but also grapple with the complexities of migrating existing integrations. This can cause delays, disruptions, and unforeseen costs. Mitigation Strategies for Vendor Lock-in When engaging with PaaS, the importance of cannot be overstated. These APIs serve as the universal language between your application and the PaaS platform. Opting for standardized APIs lessens your reliance on vendor-specific jargon. This simple step significantly lowers the risk of being trapped within a single provider's dominion. standardized APIs Imagine containers as digital parcels. These containers think Docker and Kubernetes, encapsulate your application, along with its dependencies and configurations. They bestow a kind of mobility to your application, enabling it to journey across diverse PaaS environments with remarkable ease. Containerization sets your application free, removing the fear of being ensnared in a solitary platform. In the pursuit of PaaS autonomy, the mantra is "loose coupling." means breaking down your application into distinct, independent components. This approach infuses your application with adaptability. Should you wish to switch out a specific PaaS service, the loosely connected nature of your modules cushions against disruptions. Upgrading or changing services becomes less of a storm and more of a breeze. Modular architecture To evade the clutches of vendor lock-in, consider the multi-cloud strategy. By distributing your application across multiple PaaS providers, you effectively distribute your risk. Different providers offer varied strengths, and harnessing these diversities creates a resilient safety net. In adopting a multi-cloud approach, your applications thrive with heightened flexibility, and the specter of total lock-in recedes. Wrapping up In the world of , where convenience meets complexity, the specter of vendor lock-in looms. Our journey through the landscape of vendor lock-in concerns has illuminated the risks of dependency on proprietary technologies, the challenges of data portability, and the intricacies of integration. PaaS However, fear not, for the beacon of mitigation strategies shines bright. By embracing standardized APIs, harnessing the power of containerization, fostering modular architectures, and embracing a multi-cloud mindset, we pave the way to liberation from the shackles of lock-in. As we navigate this path, let us remember the wisdom of balance. Convenience in the present must not eclipse the imperative of long-term flexibility. So, choose wisely, dear pioneers of PaaS. Strive for innovation without compromise, for in the art of balancing lies the power to thrive in a world of endless possibilities.

Vendor Lock-In in PaaS: Identifying Risks and Implementing Mitigation Strategies

FTC v. Amazon Court Filing, retrieved on Sep 26, 2023, is part of . You can jump to any part in this filing . This is part 22 of 80. HackerNoon’s Legal PDF Series here b. Online marketplace services are not reasonably interchangeable with selling as a vendor 191. Selling products as a vendor to a retail store, whether online or offline, who then sells to shoppers is not reasonably interchangeable with buying online marketplace services. 192. Selling products as a vendor to a retailer involves a pricing and transaction structure different from buying online marketplace services. A vendor generally sells goods to a retailer for a wholesale price. The retailer takes legal title to the goods and can sell them to shoppers. Online marketplace services providers price their services differently, typically including a percentage-based commission fee. The seller retains legal title to the goods and sells those goods directly to shoppers on the online marketplace. 193. A vendor typically sells goods in batches to retailers, such as in a wholesale relationship. A seller operating through an online marketplace, by contrast, typically sells goods one at a time to online shoppers. 194. Vendor arrangements also exhibit different features and characteristics from online marketplace services. A vendor usually gives up the ability to set the price offered to shoppers, and the retailer typically sets the shopper-facing prices. But sellers who buy online marketplace services retain the ability to set and adjust prices to shoppers. Many merchants prefer purchasing online marketplace services to vending to a retailer so that they can retain the ability to set their own prices to final customers. 195. Selling as a vendor often requires the vendor to give physical control of its goods to the retailer. That reduces the vendor’s ability to decide which goods to offer and when to make goods available. Unlike the retailer model, an online marketplace services provider allows sellers to maintain control over which of its goods will be offered at what times. 196. Selling as a vendor also limits the seller’s access to retail sales data, which is usually controlled by the retailer. Some providers of online marketplace services, including Amazon, provide customer-level sales and shopping data to sellers but not vendors. 197. Industry participants recognize that these are important distinguishing characteristics. For example, Walmart tells sellers that using its marketplace allows them to “[r]emain in control of your business.” Continue Reading . Here About HackerNoon Legal PDF Series: We bring you the most important technical and insightful public domain court case filings. This court case 2:23-cv-01495 retrieved on October 2, 2023, from is part of the public domain. The court-created documents are works of the federal government, and under copyright law, are automatically placed in the public domain and may be shared without legal restriction. ftc.gov

Distinguishing Online Marketplaces from Vendor Selling: A Game of Control and Pricing

Introduction: In the realm of modern retail, a point-of-sale (POS) system is the beating heart of any business. It manages sales, inventory, customer interactions, and more. Two prominent contenders in the POS arena are the Lightspeed R-Series POS and VendHQ ( ). Lightspeed X Series POS Each offers a unique set of features designed to enhance the retail experience. In this in-depth comparison, we’ll explore the strengths and nuances of both systems to help you make an informed decision for your business. Lightspeed R-Series POS: Elevating Retail Management The Lightspeed R Series POS is a testament to innovation and adaptability in the retail sector. Engineered with cutting-edge technology, this system offers a plethora of tools to streamline operations and optimize customer interactions. Seamless Inventory Management: The R-Series POS excels in inventory management, allowing you to monitor stock levels, set up alerts for low inventory, and even reorder products seamlessly. The system’s intelligent analytics provide insights into sales trends, enabling you to make informed restocking decisions. Customer-Centric Features: With the R-Series, you can build robust customer profiles that include purchase history, preferences, and contact information. This enables personalized interactions and targeted marketing campaigns, fostering customer loyalty and satisfaction. Versatile Payment Options: The R-Series supports multiple payment methods, including credit/debit cards, mobile wallets, and contactless payments. This flexibility enhances the shopping experience and caters to a wide range of customer preferences. VendHQ (Lightspeed X-Series) POS: Simplicity and Scalability VendHQ, part of the Lightspeed X Series, is a cloud-based POS solution that emphasizes user-friendliness and scalability. Designed for businesses of all sizes, it empowers retailers to manage their operations efficiently. Cloud-Based Convenience: VendHQ’s cloud-based architecture ensures that your data is accessible from anywhere with an internet connection. This feature is especially beneficial for multi-location businesses or those with an online presence. Intuitive Interface: The X-Series POS prides itself on its user-friendly interface, making it easy for staff to learn and use the system effectively. Minimal training is required, enabling a smooth onboarding process for new employees. Add-On Integrations: VendHQ offers an array of integrations with third-party applications such as accounting software, e-commerce platforms, and CRM systems. This ecosystem allows you to tailor the POS system to your specific business needs. You can also use third-party applications like SKUPlugs to integrate the POS systems with marketplaces. SKUPlugs provides integration for both platforms with major e-commerce platforms like Shopify, Woocommerce, Bigcommerce, Wix, Magento, Squarespace, Amazon, Walmart, and Farfetch etc. Conclusion: Choosing the Right POS for Your Business Selecting between the and VendHQ (Lightspeed X-Series) POS hinges on your business requirements and priorities. The R-Series excels in robust inventory management and customer engagement, making it ideal for businesses seeking a comprehensive solution. Lightspeed R-Series POS On the other hand, VendHQ’s cloud-based simplicity and scalability cater to businesses aiming for a streamlined yet adaptable POS system. Both systems reflect Lightspeed’s commitment to innovation and customer satisfaction. Ultimately, your choice should align with your business goals, size, and operations. Whichever you choose, embracing the power of a Lightspeed POS system can undoubtedly elevate your retail management game, leading to enhanced customer experiences and operational efficiency. - Original Source Lightspeed R-Series Vs X-Series Comparison

Lightspeed R-Series POS Vs. VendHQ (Lightspeed X-Series) POS: What to Know About Each

POS Lightspeed Serie R vs. POS VendHQ (Lightspeed X-Series): una comparación completa

Lightspeed R-Series POS vs. VendHQ (Lightspeed X-Series) POS : une comparaison complète

लाइटस्पीड आर-सीरीज़ पीओएस बनाम। वेंडएचक्यू (लाइटस्पीड एक्स-सीरीज़) पीओएस: एक व्यापक तुलना

Lightspeed R シリーズ POS との比較VendHQ (Lightspeed X シリーズ) POS: 包括的な比較

POS Lightspeed Série R vs. VendHQ (Lightspeed X-Series) POS: uma comparação abrangente

Lightspeed R-Series POS Vs. VendHQ (Lightspeed X-Series) POS: So sánh toàn diện

Lightspeed R 系列 POS 对比VendHQ（Lightspeed X 系列）POS：综合比较

Making all team members directly accountable to you through modern platforms means fewer surprises. Most marketing, public relations and sales agencies will tell you with pride that you will have a single point of contact who will own their relationship with you. You will barely see the other folks working for you. It’s also true in other industries from fund administration in private capital to IT implementation. The problem with this model is that your single point of contact might be the only person at the service provider who knows your business. This situation is why private capital CFOs for instance keep their fund administrators after they’ve invested significant time in a long-running relationship. It’s also why they switch fund administrators when there is too much churn at their service provider’s firm. The same thing happens in marketing and public relations, but let’s stick with the fund services model for the moment. We’ve seen the future in that particular space. Who’s in charge here? Should you really need a designated advocate and single “throat to choke” to get the rest of your partner’s team to understand your needs? Talking to leaders in the fund services industry has caused us to ask whether a “single contact” is a cover for the fact that everyone else touching your operations is a specialist who is shuffled in and out to perform work without deeply understanding how your business works. Leading teams are built around a more robust model where you have a more complete and visible team helping you out, that sees and knows what you are trying to achieve. It’s something that’s caused us to reflect on our own business, including in the past two weeks when the two primary leaders of our outfit were off the grid. Have we done a good job of ensuring we have a deep bench that’s well versed in our clients’ work and how to best support them? Every person, a point person Does your partner ensure all team members can serve you directly along with the team lead. I don’t want to overstate that point. Different members of your partner’s team have different levels of experience and unique specialties. Going back to fund administrators, these firms often err on the side of a single point of contact where knowledge of your needs and style are consolidated. But more sophisticated firms are now erring on the side of the full team being allowed to focus on your needs on a sustained basis. Every member of your outsourced team becomes immersed in what makes you unique in the private capital ecosystem. They develop well-rounded private equity professionals versus specialized fund administrators. The result is that every member of the team serving you is known to you, and fluent in your firm’s culture, process, and aims. That approach often surprises clients. It frankly feels like a truly in-house team (I know, this rhetoric is over played… but when it really happens you know it). Here’s where tech can come in. The Amazon approach to fund services (and professional services) In this system, if it’s supported by the right tech, team members handle client inquiries in near real-time, through chat — coordinating the full team to eliminate fragmented responsibilities and multiple meetings and emails. That also means being built to allow for small teams that focus on smaller sets of clients. (Amazon has shown how this approach scales with Jeff Bezos’ “ .” We should be able to feed your team with two pizzas. That’s the right size to be cohesive, collaborative, and aligned with your team.) Two-Pizza Teams This is fueled with data securely available to all team members so they have up-to-date knowledge of who has talked to the client, when they spoke, what the client’s latest questions or directions were, and how they or others can help the process. Client teams are well-informed, don’t encounter duplicative questions, and don’t wonder where outstanding work stands. Lastly, you expand the efficiency of each outsourced team member and the intelligence of their work with data operations and automation. When you’ve done this, you’ve reduced friction significantly. This approach also means you’re able to move from peaks and valleys of activity to streaming work that is more agile than any legacy approach. We expect others will attempt to copy this strategy, and we encourage them to do so.

Do You Know Everyone on Your Vendor’s Team?

আপনি কি আপনার বিক্রেতার দলের সবাইকে চেনেন?

Kennen Sie jeden im Team Ihres Lieferanten?

¿Conoce a todos los miembros del equipo de su proveedor?

Connaissez-vous tous les membres de l'équipe de votre fournisseur ?

क्या आप अपने विक्रेता की टीम के सभी लोगों को जानते हैं?

ベンダーのチームの全員を知っていますか?

공급업체 팀의 모든 구성원을 알고 계십니까?

Você conhece todos na equipe do seu fornecedor?

Tedarikçinizin Ekibindeki Herkesi Tanıyor musunuz?

Bạn có biết mọi người trong nhóm của nhà cung cấp của bạn không?

您认识供应商团队中的每个人吗？

How to Find Out If You're Paying for Slow Internet

Your small business faces various challenges and threats. However, the most significant threat it faces is identity theft, which is one of the most under-recognized threats. When a threat actor steals an individual’s information that validates them as themselves and not some fake personality, it is referred to as identity theft. Let’s examine identity theft and why it is disastrous for your small business. What is Identity Theft? Identity theft is defined as a type of crime where a threat actor procures personal information and uses that information to deploy malicious attacks. The stolen data may include: 👉 Personal Information of your clients, customers, and employees. It includes name, address, date of birth, Social Security number, and government-issued identification numbers. 👉 Financial Information of your customers, clients, and employees: It includes credit card details, bank account numbers, or other financial account information. 👉 Online Credentials such as usernames, passwords, and security questions used to access online accounts. Cybercriminals may use this information in various ways; here are a few of the scariest. 📌 Open new accounts: Cybercriminals can open new accounts using stolen identities, such as your employee, client, or customer. They can also apply for credit cards, loans, or other financial services. 📌 Make fraudulent purchases: They can also make fraudulent purchases in the name of stolen credentials. Unauthorized transactions are also part of financial crimes. 📌 Obtain government benefits: With this stolen data, cybercriminals can apply for all government benefits and leave your clients, customers, and employees high and dry. Cybercriminals commit other crimes, such as filing false tax returns or engaging in illegal activities under the victim's identity. Impact of Identity Theft on Your Small Business There are various ways identity theft can affect your small business; here are a few of them. 📍Financial losses: Unauthorized transactions, fraudulent loans, or stolen funds can lead to significant financial losses. 📍Reputational damage: Business reputation and customer trust can be severely undermined if confidential information is compromised. 📍Operational disruption: Dealing with identity theft can be time-consuming and divert attention away from core business activities. 📍Damaged credit: When your business’ credit is compromised, it affects your ability to secure loans or favorable terms with vendors. The Scope of the Threat Over the years, small businesses have become a favorite target of cybercriminals. Reason: They have loads of data, including 📌 Customer information 📌 Employee records 📌 Financial details 📌 Proprietary data This data is lucrative for threat actors seeking access to personal information for malicious purposes. Common Attack Tactics To Steal Your Identity Threat actors use numerous tactics to steal your identity, the most prominent ones being the most common ones we keep warning you about. Yes, you read that right. Phishing Emails Phishing is one of the most common techniques for stealing information. It involves sending deceptive emails or messages to trick your employees into divulging sensitive information. The emails and messages appear to be from reputable sources and often have a certain urgency about them. In simple words, they have Malware and Ransomware Malware implies malicious software. It infiltrates your network or systems and wreaks significant damage to your systems. Ransomware is a type of malware where the threat actors encrypt your data and ask for ransom for the decryption key to release your data. Threat actors can deploy malware/ransomware in your network in various ways. Some common ways include – infected email attachments, compromised websites, or vulnerable software. Once in your systems/networks, they can 🎯 Steal your sensitive information about your clients, customers, or even business data. 🎯 Disrupt operations by running malicious code in the background that can slow your network connection. 🎯 Extort ransom to release your data and can threaten to sell the data on the dark web. Social Engineering Attacks It is one of the most common tactics used by cybercriminals to manipulate individuals into revealing sensitive and confidential information. It can also manipulate them to take specific actions that compromise security. Social engineering attacks rely on human psychology more than technical vulnerabilities in your business. Fake Websites As a small business owner, you must be careful about fake websites that appear legitimate. These websites are meant to steal your sensitive data and your clients' and customers' personally identifiable information. The moment you enter your personal details, they are captured and stolen to be used fraudulently. Data Breaches Breaches are the most common way to obtain personal information or credentials that can be manipulated for malicious purposes. It is essential to be mindful of data breaches and have an incident response plan to avoid any mishaps. How to Mitigate Identity Theft Threats You can mitigate identity theft threats by deploying these proactive security measures. ✅ Train your employees: Educating your employees on best cybersecurity practices. This training must also include how to recognize phishing attempts and how your employees can safeguard sensitive information. ✅ Handle your data securely by encrypting it: Use encryption for both data at rest and in transition. Data handling must be a mandate even while making payments, so use secure payment gateways. Practice the principle of Least privilege and restrict the access to confidential information to authorized people. ✅ Continuous and regular monitoring: Continuous monitoring helps identify suspicious activities around the network. Regular monitoring of your system and network can help you and your team quickly catch any anomalies. ✅ Incident response plan: Having an incident response plan also helps you quickly and efficiently respond to breaches. Final Words Identity theft can have serious consequences for your business, including financial losses and reputational damages. It can also cause emotional distress along with damage to your credit scores. Stay vigilant and practice mindfulness to avoid identity theft. Your small business faces various challenges and threats. However, the most significant threat it faces is identity theft, which is one of the most under-recognized threats. When a threat actor steals an individual’s information that validates them as themselves and not some fake personality, it is referred to as identity theft. Let’s examine identity theft and why it is disastrous for your small business. What is Identity Theft? Identity theft is defined as a type of crime where a threat actor procures personal information and uses that information to deploy malicious attacks. The stolen data may include: 👉 Personal Information of your clients, customers, and employees. It includes name, address, date of birth, Social Security number, and government-issued identification numbers. 👉 Financial Information of your customers, clients, and employees: It includes credit card details, bank account numbers, or other financial account information. 👉 Online Credentials such as usernames, passwords, and security questions used to access online accounts. Cybercriminals may use this information in various ways; here are a few of the scariest. 📌 Open new accounts: Cybercriminals can open new accounts using stolen identities, such as your employee, client, or customer. They can also apply for credit cards, loans, or other financial services. 📌 Make fraudulent purchases: They can also make fraudulent purchases in the name of stolen credentials. Unauthorized transactions are also part of financial crimes. 📌 Obtain government benefits: With this stolen data, cybercriminals can apply for all government benefits and leave your clients, customers, and employees high and dry. Cybercriminals commit other crimes, such as filing false tax returns or engaging in illegal activities under the victim's identity. Impact of Identity Theft on Your Small Business There are various ways identity theft can affect your small business; here are a few of them. 📍Financial losses: Unauthorized transactions, fraudulent loans, or stolen funds can lead to significant financial losses. 📍Reputational damage: Business reputation and customer trust can be severely undermined if confidential information is compromised. 📍Operational disruption: Dealing with identity theft can be time-consuming and divert attention away from core business activities. 📍Damaged credit: When your business’ credit is compromised, it affects your ability to secure loans or favorable terms with vendors. The Scope of the Threat Over the years, small businesses have become a favorite target of cybercriminals. Reason: They have loads of data, including 📌 Customer information 📌 Employee records 📌 Financial details 📌 Proprietary data This data is lucrative for threat actors seeking access to personal information for malicious purposes. Common Attack Tactics To Steal Your Identity Threat actors use numerous tactics to steal your identity, the most prominent ones being the most common ones we keep warning you about. Yes, you read that right. Phishing Emails Phishing is one of the most common techniques for stealing information. It involves sending deceptive emails or messages to trick your employees into divulging sensitive information. The emails and messages appear to be from reputable sources and often have a certain urgency about them. In simple words, they have Malware and Ransomware Malware implies malicious software. It infiltrates your network or systems and wreaks significant damage to your systems. Ransomware is a type of malware where the threat actors encrypt your data and ask for ransom for the decryption key to release your data. Threat actors can deploy malware/ransomware in your network in various ways. Some common ways include – infected email attachments, compromised websites, or vulnerable software. Once in your systems/networks, they can 🎯 Steal your sensitive information about your clients, customers, or even business data. 🎯 Disrupt operations by running malicious code in the background that can slow your network connection. 🎯 Extort ransom to release your data and can threaten to sell the data on the dark web. Social Engineering Attacks It is one of the most common tactics used by cybercriminals to manipulate individuals into revealing sensitive and confidential information. It can also manipulate them to take specific actions that compromise security. Social engineering attacks rely on human psychology more than technical vulnerabilities in your business. Fake Websites As a small business owner, you must be careful about fake websites that appear legitimate. These websites are meant to steal your sensitive data and your clients' and customers' personally identifiable information. The moment you enter your personal details, they are captured and stolen to be used fraudulently. Data Breaches Breaches are the most common way to obtain personal information or credentials that can be manipulated for malicious purposes. It is essential to be mindful of data breaches and have an incident response plan to avoid any mishaps. How to Mitigate Identity Theft Threats You can mitigate identity theft threats by deploying these proactive security measures. ✅ Train your employees: Educating your employees on best cybersecurity practices. This training must also include how to recognize phishing attempts and how your employees can safeguard sensitive information. ✅ Handle your data securely by encrypting it: Use encryption for both data at rest and in transition. Data handling must be a mandate even while making payments, so use secure payment gateways. Practice the principle of Least privilege and restrict the access to confidential information to authorized people. ✅ Continuous and regular monitoring: Continuous monitoring helps identify suspicious activities around the network. Regular monitoring of your system and network can help you and your team quickly catch any anomalies. ✅ Incident response plan: Having an incident response plan also helps you quickly and efficiently respond to breaches. Final Words Identity theft can have serious consequences for your business, including financial losses and reputational damages. It can also cause emotional distress along with damage to your credit scores. Stay vigilant and practice mindfulness to avoid identity theft.

Identity Theft Could Ruin Your Small Business, Stay Ahead With These Tips

What Is Application Security? Application security refers to measures, methodologies, and practices aimed at protecting applications from threats that may compromise their security. These threats could be anything from malware to injection attacks, software vulnerabilities, or denial of service (DoS). The goal of application security is to identify, rectify, and prevent security vulnerabilities. This includes all phases of an application's lifecycle, from its initial design, development, deployment, maintenance, and eventual decommissioning. Holistic application security is not just about securing the application itself but also ensuring a safe environment for the application to operate. It involves securing the networks and databases that the application interacts with, ensuring the safety of data in transit and at rest, and maintaining the integrity of the application's code. The Growing Importance of Application Security As more and more businesses move their operations online, the need for secure applications has become paramount: Protecting sensitive data: With the increasing prevalence of data breaches, it's more important than ever to ensure that your applications are secure. Breaches can lead to significant financial losses, damage to your reputation, and loss of customer trust.
Regulatory compliance: Many industries are subject to strict data protection regulations, and failing to secure your applications could result in hefty fines and legal action.
Ensuring functionality and uptime: Cyberattacks can disrupt your applications, leading to downtime and loss of productivity. By securing your applications, you can ensure that they continue to function smoothly. Trends in Application Security for 2024 The field of application security is constantly evolving. Here are some trends that we expect to see in 2024: Increase in DevSecOps Maturity DevSecOps, the practice of integrating security practices into the DevOps process, has been gaining traction in recent years. In 2024, we expect to see an increase in DevSecOps maturity. Organizations are increasingly recognizing the importance of incorporating security into every stage of the software development lifecycle. This not only helps to identify and address vulnerabilities early but also fosters a culture of security within the organization. In the coming years, we expect to see more advanced DevSecOps tools and practices, increased automation, and greater collaboration between development, security, and operations teams. Growth of Security as Code Security as Code is a methodology where security policies are codified and automated, much like infrastructure as code. This approach allows for consistent, repeatable, and scalable security practices. In 2024, we expect to see significant growth in Security as Code. As more organizations adopt DevOps and cloud-native technologies, the need for automated and scalable security solutions will only increase. Security as Code enables organizations to automate their security policies, reducing the risk of human error and improving the consistency of security practices. Adoption of Zero Trust Architectures Zero Trust is a security model that assumes no trust by default, even for internal networks. Instead, trust must be earned and continuously validated. In 2024, we predict a widespread adoption of zero-trust architectures. As cyber threats become increasingly sophisticated, the traditional perimeter-based security model is proving inadequate. Zero Trust architectures provide a more robust security solution, as they require continuous validation of trust, regardless of the user's location or network. Enhanced Focus on API Security APIs (Application Programming Interfaces) are a critical component of modern applications. However, they also present a significant security risk, as they can provide a gateway for cybercriminals to access sensitive data. In 2024, we expect to see an enhanced focus on API security. As more organizations rely on APIs for their applications, ensuring their security will become a top priority. This will involve implementing strong authentication and authorization mechanisms, encrypting data in transit, and regularly testing and monitoring APIs for vulnerabilities. Predictions for Application Security in 2024 Regulatory Changes Driving Security Policies As cyber threats continue to evolve, so do the regulations that govern data and privacy protection. These regulations play a significant role in shaping application security policies and practices. With the increasing focus on privacy and data protection, we can expect more stringent regulations in 2024. One of the potential changes could be an increased emphasis on user consent and control over personal data. This change will require applications to provide users with more transparency and control over how their data is used and shared. Another potential regulatory change could involve stricter penalties for data breaches. This change would make it more important than ever for businesses to prioritize application security. Non-compliance could not only lead to hefty fines but also damage a company's reputation. Increase in Supply Chain Attacks Supply chain attacks are a growing concern in the world of application security. These attacks occur when a hacker infiltrates a system through an outside partner or service provider with access to the system. The increase in these types of attacks has been attributed to their effectiveness and the difficulty in detecting them. One of the reasons for the predicted increase in supply chain attacks in 2024 is the growing reliance on third-party vendors. As businesses continue to outsource tasks to external parties, the risk of a supply chain attack increases. This trend highlights the need for businesses to thoroughly vet their vendors and implement robust security measures. Another reason for the predicted increase is the advancement in attack methods. Cybercriminals are continually refining their tactics, making it harder for businesses to defend themselves. This advancement underscores the importance of staying on top of cybersecurity trends and continually updating security protocols. Quantum Computing Impact on Encryption Quantum computing has been a topic of discussion for several years now. By harnessing the principles of quantum mechanics, these computers can process information at a much faster rate than traditional computers. However, as promising as this technology may seem, it does come with certain implications for application security. Quantum computers have the potential to render current encryption methods obsolete. Their ability to perform complex calculations in a shorter span of time could potentially break encryption codes that would take traditional computers thousands of years to crack. This threat to encryption is something that organizations will need to prepare for. Despite the threat, quantum computing also brings opportunities for application security. New encryption methods, known as quantum encryption or quantum key distribution, are being developed. These methods leverage the principles of quantum mechanics to create keys that are theoretically unbreakable. This advancement might be the solution to the encryption dilemma posed by quantum computing. Advancements in Identity and Access Management Identity and access management (IAM) is becoming a critical component of application security. It involves ensuring that only authorized individuals have access to certain information. With the increase in remote work and the growing complexity of IT infrastructures, advancements in IAM have become essential. One of the predicted advancements in IAM for 2024 is the increased use of biometrics. Biometric authentication methods, such as fingerprint or facial recognition, provide a higher level of security than traditional passwords. As biometric technology becomes more sophisticated and accessible, it's likely to become a mainstream method of authentication. Another predicted advancement is the use of artificial intelligence (AI) in IAM. AI can help automate and enhance various IAM processes, such as user authentication and anomaly detection. By using AI, businesses can significantly improve the security posture of their applications. To sum up, the world of application security is set to experience several significant changes in 2024. From the impact of quantum computing on encryption to the increase in supply chain attacks and advancements in IAM, it's clear that businesses need to stay ahead of these trends to maintain robust security. With proactive planning and investment in the right technologies, organizations can navigate these changes and ensure the security of their applications. What Is Application Security? Application security refers to measures, methodologies, and practices aimed at protecting applications from threats that may compromise their security. These threats could be anything from malware to injection attacks , software vulnerabilities , or denial of service (DoS) . injection attacks software vulnerabilities denial of service (DoS) The goal of application security is to identify, rectify, and prevent security vulnerabilities. This includes all phases of an application's lifecycle, from its initial design, development, deployment, maintenance, and eventual decommissioning. Holistic application security is not just about securing the application itself but also ensuring a safe environment for the application to operate. It involves securing the networks and databases that the application interacts with, ensuring the safety of data in transit and at rest, and maintaining the integrity of the application's code. Holistic application security The Growing Importance of Application Security As more and more businesses move their operations online, the need for secure applications has become paramount: Protecting sensitive data: With the increasing prevalence of data breaches, it's more important than ever to ensure that your applications are secure. Breaches can lead to significant financial losses, damage to your reputation, and loss of customer trust. Regulatory compliance: Many industries are subject to strict data protection regulations, and failing to secure your applications could result in hefty fines and legal action. Ensuring functionality and uptime: Cyberattacks can disrupt your applications, leading to downtime and loss of productivity. By securing your applications, you can ensure that they continue to function smoothly. Protecting sensitive data: With the increasing prevalence of data breaches, it's more important than ever to ensure that your applications are secure. Breaches can lead to significant financial losses, damage to your reputation, and loss of customer trust. Protecting sensitive data: Regulatory compliance: Many industries are subject to strict data protection regulations, and failing to secure your applications could result in hefty fines and legal action. Regulatory compliance: Ensuring functionality and uptime: Cyberattacks can disrupt your applications, leading to downtime and loss of productivity. By securing your applications, you can ensure that they continue to function smoothly. Ensuring functionality and uptime: Trends in Application Security for 2024 The field of application security is constantly evolving. Here are some trends that we expect to see in 2024: Increase in DevSecOps Maturity DevSecOps, the practice of integrating security practices into the DevOps process, has been gaining traction in recent years. In 2024, we expect to see an increase in DevSecOps maturity. Organizations are increasingly recognizing the importance of incorporating security into every stage of the software development lifecycle. This not only helps to identify and address vulnerabilities early but also fosters a culture of security within the organization. In the coming years, we expect to see more advanced DevSecOps tools and practices, increased automation, and greater collaboration between development, security, and operations teams. Growth of Security as Code Security as Code is a methodology where security policies are codified and automated, much like infrastructure as code. This approach allows for consistent, repeatable, and scalable security practices. In 2024, we expect to see significant growth in Security as Code. As more organizations adopt DevOps and cloud-native technologies, the need for automated and scalable security solutions will only increase. Security as Code enables organizations to automate their security policies, reducing the risk of human error and improving the consistency of security practices. Adoption of Zero Trust Architectures Zero Trust is a security model that assumes no trust by default, even for internal networks. Instead, trust must be earned and continuously validated. In 2024, we predict a widespread adoption of zero-trust architectures. As cyber threats become increasingly sophisticated, the traditional perimeter-based security model is proving inadequate. Zero Trust architectures provide a more robust security solution, as they require continuous validation of trust, regardless of the user's location or network. Enhanced Focus on API Security APIs (Application Programming Interfaces) are a critical component of modern applications. However, they also present a significant security risk, as they can provide a gateway for cybercriminals to access sensitive data. In 2024, we expect to see an enhanced focus on API security. As more organizations rely on APIs for their applications, ensuring their security will become a top priority. This will involve implementing strong authentication and authorization mechanisms, encrypting data in transit, and regularly testing and monitoring APIs for vulnerabilities. Predictions for Application Security in 2024 Regulatory Changes Driving Security Policies As cyber threats continue to evolve, so do the regulations that govern data and privacy protection. These regulations play a significant role in shaping application security policies and practices. With the increasing focus on privacy and data protection, we can expect more stringent regulations in 2024. One of the potential changes could be an increased emphasis on user consent and control over personal data. This change will require applications to provide users with more transparency and control over how their data is used and shared. Another potential regulatory change could involve stricter penalties for data breaches. This change would make it more important than ever for businesses to prioritize application security. Non-compliance could not only lead to hefty fines but also damage a company's reputation. Increase in Supply Chain Attacks Supply chain attacks are a growing concern in the world of application security. These attacks occur when a hacker infiltrates a system through an outside partner or service provider with access to the system. The increase in these types of attacks has been attributed to their effectiveness and the difficulty in detecting them. One of the reasons for the predicted increase in supply chain attacks in 2024 is the growing reliance on third-party vendors. As businesses continue to outsource tasks to external parties, the risk of a supply chain attack increases. This trend highlights the need for businesses to thoroughly vet their vendors and implement robust security measures. Another reason for the predicted increase is the advancement in attack methods. Cybercriminals are continually refining their tactics, making it harder for businesses to defend themselves. This advancement underscores the importance of staying on top of cybersecurity trends and continually updating security protocols. Quantum Computing Impact on Encryption Quantum computing has been a topic of discussion for several years now. By harnessing the principles of quantum mechanics, these computers can process information at a much faster rate than traditional computers. However, as promising as this technology may seem, it does come with certain implications for application security. Quantum computers have the potential to render current encryption methods obsolete. Their ability to perform complex calculations in a shorter span of time could potentially break encryption codes that would take traditional computers thousands of years to crack. This threat to encryption is something that organizations will need to prepare for. Despite the threat, quantum computing also brings opportunities for application security. New encryption methods, known as quantum encryption or quantum key distribution, are being developed. These methods leverage the principles of quantum mechanics to create keys that are theoretically unbreakable. This advancement might be the solution to the encryption dilemma posed by quantum computing. Advancements in Identity and Access Management Identity and access management (IAM) is becoming a critical component of application security. It involves ensuring that only authorized individuals have access to certain information. With the increase in remote work and the growing complexity of IT infrastructures, advancements in IAM have become essential. One of the predicted advancements in IAM for 2024 is the increased use of biometrics. Biometric authentication methods, such as fingerprint or facial recognition, provide a higher level of security than traditional passwords. As biometric technology becomes more sophisticated and accessible, it's likely to become a mainstream method of authentication. Another predicted advancement is the use of artificial intelligence (AI) in IAM. AI can help automate and enhance various IAM processes, such as user authentication and anomaly detection. By using AI, businesses can significantly improve the security posture of their applications. To sum up, the world of application security is set to experience several significant changes in 2024. From the impact of quantum computing on encryption to the increase in supply chain attacks and advancements in IAM, it's clear that businesses need to stay ahead of these trends to maintain robust security. With proactive planning and investment in the right technologies, organizations can navigate these changes and ensure the security of their applications.

Application Security: Trends and Predictions for 2024

For years, web developers of all experience levels have relied on __caniuse.com __to understand the support of a given feature. Reviewing caniuse.com is helpful in determining backward compatibility or which of the modern browsers supports cutting-edge improvements to web specifications. In 2023, Google introduced Baseline to the web community. This tool is not just another addition to the developer's toolkit but a crucial aid in determining the safety of features and APIs for use in production-grade web applications. It’s a platform for interoperability, a much-needed resource to help engineers produce more consistent and efficient experiences, and a testament to Google's commitment to improving web best practices. Why Google Baseline? Browsers are constantly evolving, and vendors release updates monthly. With more individuals contributing and working on specifications than ever before and a far more transparent dialogue between the main browser vendors (Safari, Firefox, Chrome, Edge), it's become increasingly difficult to track which new features are stable across the landscape. However, with the introduction of Baseline, this struggle is significantly alleviated. Considering the above, as new features are released into browser engines, engineers often need more time to ramp up, refactor, or strategically plan the introduction of new features into their code bases. More importantly, as Google is often one of the platforms that push front-end technology forward, it has admittedly accepted that it is partly to blame here. It’s one of the reasons the Chrome team came up with web.dev and developer.chrome.com, as Chrome is often the first browser to land cutting-edge technologies. The introduction of Baseline has also led to further documentation and conferences focused on interoperability. New features mean documentation, and Google has made strides to ensure MDN has the relevant documentation for newer technologies as they land in Chrome. Closing the Vendor Gap From Google's perspective, engineers have one significant struggle: the behaviour and consistency of features across vendors and browser engines. It’s a pain point for all engineers in the field, requiring complex planning and solutions often to overcome a particular browser engine's lack of support. The solution here (for the last two years) was Interop 2022 and Interop 2023 - a conference and community that helps bridge the gap between browsers to provide a more consistent and performant web. What is Baseline? Baseline serves as the universal flag of acceptance across browser vendors. It helps engineers determine what is fully stable across the landscape and across browser vendors for the most recent two versions of each browser. This feature stability assurance is a game-changer in web development, providing a reliable benchmark for engineers to base their decisions on. How Does Baseline Work? You can access Google Baseline on MDN, web.dev and caniuse.com. Baseline also plans to provide a way to see what has become stable across all browser vendors through a year-on-year approach. For instance, you can read the following article to see what got added to Baseline in 2023: Baseline 2023 As engineering teams, we must keep up with these changes and avoid getting stuck in old solutions for common problems. Importantly, Baseline has two labels: Newly available: the feature is finally interoperable.
Widely available: 30 months have passed since the interoperable date. Baseline considers the major browser vendors to be: Safari (macOS and iOS)
Firefox (Desktop + Android)
Chrome (Desktop + Android)
Edge (Desktop) Google Baseline’s Effect on Engineering Teams One of the most significant benefits of Google Baseline for engineering teams is the removal of guesswork and research required to implement new features. For instance, a Frontend Engineer may want to leverage CSS Grid's new sub-grid feature. With Baseline, they can quickly and confidently determine its support across major browsers, saving time and effort. Sub-grid helps engineers define a grid within a grid to have more refined control over layouts. Heading to caniuse.com tells us there’s a global usage percentage of 87.42%—pretty decent, but we still need to ascertain which browser vendors support / don’t support / partially support the feature. CanIUse now displays a Baseline badge that tells us that this feature is “Newly available across major browsers.” Likewise, if you review the documentation for the sub-grid on MDN, you’ll see a similar banner: Finally, if you review the sub-grid article on web.dev, you’ll see this feature got added to Baseline in 2023: A Word on Evergreen Browsers In my opinion, we do not talk enough about this topic. For most modern users, the days of manually updating browsers are gone. Chrome, Firefox, and Edge auto-update automatically. Safari is an outlier in this case. Safari requires a manual update when a new release is sent out from Apple or when OS X is upgraded annually. Regardless, more users than ever use the latest version of browsers. Although we should ensure the features we build degrade gracefully, this is less of a fundamental consideration nowadays and more of a luxury assumption. Useful Links Google Baseline
Google Baseline Introduction
Baseline 2023
Interop 2022 / Interop 2023 For years, web developers of all experience levels have relied on __ caniuse.com __to understand the support of a given feature. Reviewing caniuse.com is helpful in determining backward compatibility or which of the modern browsers supports cutting-edge improvements to web specifications. caniuse.com In 2023, Google introduced Baseline to the web community. This tool is not just another addition to the developer's toolkit but a crucial aid in determining the safety of features and APIs for use in production-grade web applications. It’s a platform for interoperability, a much-needed resource to help engineers produce more consistent and efficient experiences, and a testament to Google's commitment to improving web best practices. Baseline Baseline Why Google Baseline? Browsers are constantly evolving, and vendors release updates monthly. With more individuals contributing and working on specifications than ever before and a far more transparent dialogue between the main browser vendors (Safari, Firefox, Chrome, Edge), it's become increasingly difficult to track which new features are stable across the landscape. However, with the introduction of Baseline, this struggle is significantly alleviated. Considering the above, as new features are released into browser engines, engineers often need more time to ramp up, refactor, or strategically plan the introduction of new features into their code bases. More importantly, as Google is often one of the platforms that push front-end technology forward, it has admittedly accepted that it is partly to blame here. It’s one of the reasons the Chrome team came up with web.dev and developer.chrome.com , as Chrome is often the first browser to land cutting-edge technologies. The introduction of Baseline has also led to further documentation and conferences focused on interoperability. web.dev web.dev developer.chrome.com developer.chrome.com New features mean documentation, and Google has made strides to ensure MDN has the relevant documentation for newer technologies as they land in Chrome. Closing the Vendor Gap From Google's perspective, engineers have one significant struggle: the behaviour and consistency of features across vendors and browser engines . It’s a pain point for all engineers in the field, requiring complex planning and solutions often to overcome a particular browser engine's lack of support. the behaviour and consistency of features across vendors and browser engines The solution here (for the last two years) was Interop 2022 and Interop 2023 - a conference and community that helps bridge the gap between browsers to provide a more consistent and performant web. Interop 2022 Interop 2022 Interop 2023 Interop 2023 What is Baseline? Baseline serves as the universal flag of acceptance across browser vendors. It helps engineers determine what is fully stable across the landscape and across browser vendors for the most recent two versions of each browser. This feature stability assurance is a game-changer in web development, providing a reliable benchmark for engineers to base their decisions on. How Does Baseline Work? You can access Google Baseline on MDN , web.dev and caniuse.com . MDN MDN web.dev web.dev caniuse.com caniuse.com Baseline also plans to provide a way to see what has become stable across all browser vendors through a year-on-year approach. For instance, you can read the following article to see what got added to Baseline in 2023: Baseline 2023 Baseline 2023 Baseline 2023 As engineering teams, we must keep up with these changes and avoid getting stuck in old solutions for common problems. Importantly, Baseline has two labels: Newly available: the feature is finally interoperable. Widely available: 30 months have passed since the interoperable date. Newly available: the feature is finally interoperable. Widely available: 30 months have passed since the interoperable date. Baseline considers the major browser vendors to be: Safari (macOS and iOS) Firefox (Desktop + Android) Chrome (Desktop + Android) Edge (Desktop) Safari (macOS and iOS) Safari Safari Firefox (Desktop + Android) Firefox Firefox Chrome (Desktop + Android) Chrome Chrome Edge (Desktop) Edge Edge Google Baseline’s Effect on Engineering Teams One of the most significant benefits of Google Baseline for engineering teams is the removal of guesswork and research required to implement new features. For instance, a Frontend Engineer may want to leverage CSS Grid's new sub-grid feature. With Baseline, they can quickly and confidently determine its support across major browsers, saving time and effort. sub-grid sub-grid Sub-grid helps engineers define a grid within a grid to have more refined control over layouts. Heading to caniuse.com tells us there’s a global usage percentage of 87.42%—pretty decent, but we still need to ascertain which browser vendors support / don’t support / partially support the feature. caniuse.com caniuse.com CanIUse now displays a Baseline badge that tells us that this feature is “ Newly available across major browsers. ” CanIUse CanIUse Newly available across major browsers. Likewise, if you review the documentation for the sub-grid on MDN, you’ll see a similar banner: Finally, if you review the sub-grid article on web.dev , you’ll see this feature got added to Baseline in 2023 : web.dev web.dev Baseline in 2023 Baseline in 2023 A Word on Evergreen Browsers In my opinion, we do not talk enough about this topic. For most modern users, the days of manually updating browsers are gone. Chrome, Firefox, and Edge auto-update automatically. Safari is an outlier in this case. Safari requires a manual update when a new release is sent out from Apple or when OS X is upgraded annually. Regardless, more users than ever use the latest version of browsers. Although we should ensure the features we build degrade gracefully, this is less of a fundamental consideration nowadays and more of a luxury assumption. Useful Links Google Baseline Google Baseline Introduction Baseline 2023 Interop 2022 / Interop 2023 Google Baseline Google Baseline Google Baseline Google Baseline Introduction Google Baseline Introduction Google Baseline Introduction Baseline 2023 Baseline 2023 Baseline 2023 Interop 2022 / Interop 2023 Interop 2022 Interop 2022 Interop 2023 Interop 2023

What Is Google Baseline?: A Quick Look at Its Impact on Browser Compatibility and Interoperability

We see that multiple industries are working hard to accelerate the adoption of Artificial Intelligence, without having the proper security measures in place. It is important to know that AI is not some invincible new technology, but rather, a technology extremely vulnerable to cyber threats just like many others that came before it. The motivations for attacking AI are what you would expect. They range from financial gain to manipulating public opinion to gaining competitive advantage. While industries are gaining the benefit of increased efficiency and innovation thanks to AI, there is still the concerning reality that expanding the use of AI causes a significant increase in security risks. Risks Related to the Use of AI Like with any other life-changing technology, artificial intelligence is a double-edged sword. Although it’s already starting to have a massively positive impact on our lives and workflows, it also has tremendous potential to cause serious harm, especially if used carelessly or with overt malicious intent. There are plenty of ways in which adversaries - such as criminals, terrorists, cyber threat actors, foul-playing competitors, and repressive nation-states can utilize AI to their advantage. There are also numerous obscure risks related to the legitimate use of this technology. Privacy is also an issue when it comes to the information we share with AI-based tools. Data leakage can cause significant legal issues for businesses and institutions. In addition, because of code generation tools, vulnerabilities could be introduced into the software - intentionally, by poisoning the datasets, or unintentionally, by training the models on already vulnerable code. All this is on top of copyright violations and various ethical and societal concerns. Generative AI is especially vulnerable to abuse. It can be: a) manipulated to give biased, inaccurate, or harmful information b) used to create harmful content, such as malware, phishing, and propaganda c) used to develop deepfake images, audio and video d) leveraged by any malicious activity to provide access to dangerous or illegal information. There’s a lot of conversation about the safe and ethical use of AI-powered tools, however the security and safety of AI systems themselves are still often overlooked. It’s vital to remember that, like with any other ubiquitous technology, AI-based solutions can be abused by attackers, resulting in disruption, financial loss, reputational harm, or even risk to human health and life. There are, broadly, three types of attacks targeting AI: Adversarial machine learning attacks - Attacks against AI algorithms, aimed to alter AI’s behavior, evade AI-based detection, or steal the underlying technology.
Generative AI system attacks - Attacks against AI’s filters and restrictions, intended to generate content deemed harmful or illegal.
Supply chain attacks - Attacks against ML artifacts and platforms, with the intention of arbitrary code execution and delivery of traditional malware. Securing Your AI for Better Data Security Understanding and implementing extensive security measures for AI is no longer a choice. It’s a necessity. Too much is at risk for organizations, government, and society at large. Security must maintain pace with AI to allow innovation to flourish. That is why it is imperative to safeguard your most valuable assets, from development to operation and everything in between. Discovery and Asset Management First, identify where AI is already used in your organization. What applications has your organization already purchased that use AI or have AI-enabled features? Second, evaluate what AI may be under development by your organization. Third, understand what pretrained models from public repositories may already be in use. Risk Assessment and Threat Modelling First, conduct a benefit assessment to identify the potential negative consequences associated with the AI system if those models were to be compromised in any way. Second, perform threat modeling to understand the potential vulnerabilities and attack vectors that could be exploited by malicious actors to complete your understanding of your organization’s AI risk exposure. Data Security and Privacy Go beyond the typical implementation of encryption, access controls, and secure data storage practices to protect your AI model data. Evaluate and implement security solutions that are purpose-built to provide runtime protection for AI models. Model Robustness and Validation Regularly assess the robustness of AI models against adversarial attacks. This involves pen-testing the models’ response to various attacks such as intentionally manipulated inputs. Next, implement model validation techniques to ensure the AI system behaves predictably and reliably in real-world scenarios. This will help minimize the risk of unintended consequences. Continuous Monitoring and Incident Response Implement continuous monitoring mechanisms to detect anomalies and potential security incidents in real time for your AI. Require your vendors to utilize AI in their solutions to alert you to attacks that could compromise your data or business processes. Develop a robust AI incident response plan to quickly and effectively address security breaches or anomalies. Regularly test and update the incident response plan to adapt to evolving AI threats. Conclusion The security landscape as well as AI technology are dynamically and rapidly changing. It’s crucial to stay informed about emerging threats and best practices. Regularly update and refine your AI-specific security program to address new challenges and vulnerabilities. Responsible and ethical AI frameworks in many cases fall short of ensuring models are secure before they go into production, as well as after an AI system is in use. Always ask yourself the following questions 1) What am I doing to secure my organization’s use of AI? 2) Is it enough? 3) How do I know? Only by answering these questions with data-driven, intellectual honesty, can you maintain the integrity of your security role and keep your organization secure. We see that multiple industries are working hard to accelerate the adoption of Artificial Intelligence , without having the proper security measures in place. It is important to know that AI is not some invincible new technology, but rather, a technology extremely vulnerable to cyber threats just like many others that came before it. The motivations for attacking AI are what you would expect. They range from financial gain to manipulating public opinion to gaining competitive advantage. While industries are gaining the benefit of increased efficiency and innovation thanks to AI, there is still the concerning reality that expanding the use of AI causes a significant increase in security risks. Artificial Intelligence Risks Related to the Use of AI Like with any other life-changing technology, artificial intelligence is a double-edged sword. Although it’s already starting to have a massively positive impact on our lives and workflows, it also has tremendous potential to cause serious harm, especially if used carelessly or with overt malicious intent. There are plenty of ways in which adversaries - such as criminals, terrorists, cyber threat actors, foul-playing competitors, and repressive nation-states can utilize AI to their advantage. There are also numerous obscure risks related to the legitimate use of this technology. Privacy is also an issue when it comes to the information we share with AI-based tools. Data leakage can cause significant legal issues for businesses and institutions. In addition, because of code generation tools, vulnerabilities could be introduced into the software - intentionally, by poisoning the datasets, or unintentionally, by training the models on already vulnerable code. All this is on top of copyright violations and various ethical and societal concerns. Generative AI is especially vulnerable to abuse. Generative AI It can be: It can be: a) manipulated to give biased, inaccurate, or harmful information b) used to create harmful content, such as malware, phishing, and propaganda c) used to develop deepfake images, audio and video d) leveraged by any malicious activity to provide access to dangerous or illegal information. There’s a lot of conversation about the safe and ethical use of AI-powered tools, however the security and safety of AI systems themselves are still often overlooked. It’s vital to remember that, like with any other ubiquitous technology, AI-based solutions can be abused by attackers, resulting in disruption, financial loss, reputational harm, or even risk to human health and life. There are, broadly, three types of attacks targeting AI: There are, broadly, three types of attacks targeting AI: Adversarial machine learning attacks - Attacks against AI algorithms, aimed to alter AI’s behavior, evade AI-based detection, or steal the underlying technology. Generative AI system attacks - Attacks against AI’s filters and restrictions, intended to generate content deemed harmful or illegal. Supply chain attacks - Attacks against ML artifacts and platforms, with the intention of arbitrary code execution and delivery of traditional malware. Adversarial machine learning attacks - Attacks against AI algorithms, aimed to alter AI’s behavior, evade AI-based detection, or steal the underlying technology. Generative AI system attacks - Attacks against AI’s filters and restrictions, intended to generate content deemed harmful or illegal. Supply chain attacks - Attacks against ML artifacts and platforms, with the intention of arbitrary code execution and delivery of traditional malware. Securing Your AI for Better Data Security Understanding and implementing extensive security measures for AI is no longer a choice. It’s a necessity. Too much is at risk for organizations, government, and society at large. Security must maintain pace with AI to allow innovation to flourish. That is why it is imperative to safeguard your most valuable assets, from development to operation and everything in between. Discovery and Asset Management First, identify where AI is already used in your organization. What applications has your organization already purchased that use AI or have AI-enabled features? Second, evaluate what AI may be under development by your organization. Third, understand what pretrained models from public repositories may already be in use. Risk Assessment and Threat Modelling First, conduct a benefit assessment to identify the potential negative consequences associated with the AI system if those models were to be compromised in any way. Second, perform threat modeling to understand the potential vulnerabilities and attack vectors that could be exploited by malicious actors to complete your understanding of your organization’s AI risk exposure. Data Security and Privacy Go beyond the typical implementation of encryption, access controls, and secure data storage practices to protect your AI model data. Evaluate and implement security solutions that are purpose-built to provide runtime protection for AI models. Model Robustness and Validation Regularly assess the robustness of AI models against adversarial attacks. This involves pen-testing the models’ response to various attacks such as intentionally manipulated inputs. Next, implement model validation techniques to ensure the AI system behaves predictably and reliably in real-world scenarios. This will help minimize the risk of unintended consequences. Continuous Monitoring and Incident Response Implement continuous monitoring mechanisms to detect anomalies and potential security incidents in real time for your AI. Require your vendors to utilize AI in their solutions to alert you to attacks that could compromise your data or business processes. Develop a robust AI incident response plan to quickly and effectively address security breaches or anomalies. Regularly test and update the incident response plan to adapt to evolving AI threats. Conclusion The security landscape as well as AI technology are dynamically and rapidly changing. It’s crucial to stay informed about emerging threats and best practices. Regularly update and refine your AI-specific security program to address new challenges and vulnerabilities. Responsible and ethical AI frameworks in many cases fall short of ensuring models are secure before they go into production, as well as after an AI system is in use. Always ask yourself the following questions 1) What am I doing to secure my organization’s use of AI? 2) Is it enough? 3) How do I know? Only by answering these questions with data-driven, intellectual honesty, can you maintain the integrity of your security role and keep your organization secure.

Navigating Data Security Risks in the Age of Artificial Intelligence

Biden-⁠Harris Administration Commends Federal Agencies for Completing Key AI Actions in 180 Days

বিডেন-হ্যারিস প্রশাসন 180 দিনের মধ্যে মূল এআই অ্যাকশনগুলি সম্পূর্ণ করার জন্য ফেডারেল এজেন্সিগুলির প্রশংসা করেছে

Biden-Harris-Regierung lobt Bundesbehörden für die Umsetzung wichtiger KI-Maßnahmen in 180 Tagen

La administración Biden-⁠Harris elogia a las agencias federales por completar acciones clave de IA en 180 días

L’administration Biden-⁠Harris félicite les agences fédérales pour avoir mené à bien des actions clés en matière d’IA en 180 jours

बिडेन-हैरिस प्रशासन ने 180 दिनों में प्रमुख एआई कार्रवाइयों को पूरा करने के लिए संघीय एजेंसियों की सराहना की

バイデン・ハリス政権、連邦政府機関が180日以内に主要なAI対策を完了したことを称賛

Biden-⁠해리스 행정부, 180일 만에 핵심 AI 작업을 완료한 연방 기관 칭찬

Administração Biden-⁠Harris elogia agências federais por concluírem ações importantes de IA em 180 dias

Администрация Байдена-Харриса благодарит федеральные агентства за завершение ключевых действий в области искусственного интеллекта за 180 дней

Biden-⁠Harris Yönetimi, Temel Yapay Zeka Eylemlerini 180 Günde Tamamlayan Federal Kurumları Övdü

Chính quyền Biden-⁠Harris khen ngợi các cơ quan liên bang đã hoàn thành các hành động quan trọng về AI trong 180 ngày

拜登-哈里斯政府赞扬联邦机构在 180 天内完成关键人工智能行动

Top 10 Websites to Learn SQL and Database Online

What's Inside Play to Earn

ইনসাইড কি আছে উপার্জন করতে খেলুন

Was ist drin? Spielen Sie, um zu verdienen

¿Qué hay dentro de Play para ganar?

Qu'y a-t-il à l'intérieur du jeu pour gagner

अंदर क्या है खेलो और कमाओ

プレイして稼ぐ内容

무엇이 들어있나요? 플레이해서 수익을 얻으세요

O que há dentro Jogue para ganhar

На чем можно заработать в Inside Play

Kazanmak İçin Oynamanın İçinde Neler Var?

Có gì bên trong Chơi để kiếm tiền

玩赚游戏有什么用

Do you own an Android phone but feel restricted when compared to iOS devices? Have you ever wished there was a way to access specific apps without having to jump through hoops? Learning how to handle APK files will empower you and bring added flexibility to your Android device. Let us take a closer look at what APK files are and discover how managing them can change your mobile life forever. What Is An APK File? An APK (Android Package Kit) file functions similarly to an executable program (EXE) on Windows systems. It comprises all the elements needed to launch and execute an application on an Android platform. When you download an app via the Google Play Store, an APK file gets silently installed on your device. Yet, sometimes circumstances arise where we may prefer direct involvement with APK files. Why Should You Know About APK Files? Here are four convincing reasons why being familiar with APK files can elevate your Android experience: Early Access
Oftentimes, developers release newer versions of their apps before their appearance on the Google Play Store. Direct interaction with APK files allows you to indulge in fresh features ahead of everyone else.


Regional Restrictions
Residing in particular regions may prevent instant access to worldwide releases. Through manual manipulation of APK files, one can circumvent localized barriers effortlessly.


Version Selection
Perhaps you crave older iterations of an app no longer maintained by the creator. Or maybe you seek exclusive modifications that are only attainable outside conventional avenues. Either scenario becomes feasible once you grasp APK files.


Cost Considerations
Sometimes, price discrepancies exist across different markets for identical products. Acquiring an international version via APK files can result in cost savings. How To Deal With APK Files Let us now delve into straightforward procedures involved in safely and productively managing APK files. Downloaded APK Files Locating dependable repositories for acquiring APK files represents step zero. Regrettably, numerous online portals lack stringent verification processes. Renowned websites such as Apk.ortweb3.tools guarantee credibility and legitimacy. Refrain from visiting sketchy domains peddling dubious offers disguised as tempting lures. After identifying a legitimate website, browse the catalog employing any internet browser. Identify preferred programs, hit 'download', and preserve the APK file on your device. Installed APK Files Before continuing further, activate the 'Unknown Sources' setting nestled under Settings > Security. Note activating unknown sources entails embracing inherent dangers linked to external applications. Allow only established entities meeting high-quality assurance criteria. Having made adjustments, track down the stored APK file and tap it to commence installation. Adhere to subsequent directions, concluding successfully. Upon wrapping things up, remember to deactivate 'Unknown Sources.’ Managed APK Files Implement dedicated file supervisors to streamline organization tasks involving APK files. ES File Explorer, Total Commander, and Solid Explorer serve as exemplary specimens facilitating seamless browsing, classification, renaming, distribution, backup creation, and elimination of APK files. Moreover, contemplate utilizing cloud storage providers like Dropbox, Google Drive, or Box to safeguard crucial APK files. Merely transfer vital APK files to protected vaults, ensuring resilience against mishaps that result in unwanted deletions. Tips And Tricks Below are additional recommendations for enhancing proficiency levels regarding APK files: Verify Integrity
Before integrating APK files, scrutinize digital signatures confirming genuine origins and preventing tampering attempts. Most authenticated vendors exhibit transparency, ensuring enduring peace of mind during transactions.


Update Regularly
Periodically review archived APK files, updating obsolete entries and maintaining optimal functionality. Neglecting routine maintenance invites unnecessary complications, ultimately undermining efficiency goals.


Remain Vigilant
Never overlook potentially hazardous consequences lurking beneath attractive veneers, concealing latent threats lying dormant until activated unexpectedly. Practice discretion when venturing off beaten paths traversed less frequently. Conclusion Understanding APK files brings substantial command over your Android device, transforming it into a personalized tool that is tailored explicitly according to individual preferences. Granted, exercising prudence remains paramount, particularly when interacting with foreign content. Nevertheless, armed with proper knowledge, APK files unlock untapped potential heretofore unexplored. Go forth, embrace the challenge, and watch your Android thrive! Do you own an Android phone but feel restricted when compared to iOS devices? Have you ever wished there was a way to access specific apps without having to jump through hoops? Learning how to handle APK files will empower you and bring added flexibility to your Android device. Let us take a closer look at what APK files are and discover how managing them can change your mobile life forever. What Is An APK File? An APK ( Android Package Kit ) file functions similarly to an executable program (EXE) on Windows systems. It comprises all the elements needed to launch and execute an application on an Android platform . Android Package Kit Android Package Kit application on an Android platform When you download an app via the Google Play Store, an APK file gets silently installed on your device. Yet, sometimes circumstances arise where we may prefer direct involvement with APK files. Why Should You Know About APK Files? Here are four convincing reasons why being familiar with APK files can elevate your Android experience: Here are four convincing reasons why being familiar with APK files can elevate your Android experience : elevate your Android experience Early Access
Oftentimes, developers release newer versions of their apps before their appearance on the Google Play Store. Direct interaction with APK files allows you to indulge in fresh features ahead of everyone else. Regional Restrictions
Residing in particular regions may prevent instant access to worldwide releases. Through manual manipulation of APK files, one can circumvent localized barriers effortlessly. Version Selection
Perhaps you crave older iterations of an app no longer maintained by the creator. Or maybe you seek exclusive modifications that are only attainable outside conventional avenues. Either scenario becomes feasible once you grasp APK files. Cost Considerations
Sometimes, price discrepancies exist across different markets for identical products. Acquiring an international version via APK files can result in cost savings. Early Access
Oftentimes, developers release newer versions of their apps before their appearance on the Google Play Store. Direct interaction with APK files allows you to indulge in fresh features ahead of everyone else. Early Access Oftentimes, developers release newer versions of their apps before their appearance on the Google Play Store. Direct interaction with APK files allows you to indulge in fresh features ahead of everyone else. Early Access Regional Restrictions
Residing in particular regions may prevent instant access to worldwide releases. Through manual manipulation of APK files, one can circumvent localized barriers effortlessly. Regional Restrictions Residing in particular regions may prevent instant access to worldwide releases. Through manual manipulation of APK files, one can circumvent localized barriers effortlessly. Regional Restrictions Version Selection Perhaps you crave older iterations of an app no longer maintained by the creator. Or maybe you seek exclusive modifications that are only attainable outside conventional avenues. Either scenario becomes feasible once you grasp APK files. Version Selection Version Selection Perhaps you crave older iterations of an app no longer maintained by the creator. Or maybe you seek exclusive modifications that are only attainable outside conventional avenues. Either scenario becomes feasible once you grasp APK files. Cost Considerations
Sometimes, price discrepancies exist across different markets for identical products. Acquiring an international version via APK files can result in cost savings. Cost Considerations Sometimes, price discrepancies exist across different markets for identical products. Acquiring an international version via APK files can result in cost savings. Cost Considerations How To Deal With APK Files Let us now delve into straightforward procedures involved in safely and productively managing APK files. safely and productively managing APK files. Downloaded APK Files Downloaded APK Files Locating dependable repositories for acquiring APK files represents step zero. Regrettably, numerous online portals lack stringent verification processes. Renowned websites such as Apk.ortweb3.tools guarantee credibility and legitimacy. Refrain from visiting sketchy domains peddling dubious offers disguised as tempting lures. Apk.ortweb3.tools After identifying a legitimate website, browse the catalog employing any internet browser. Identify preferred programs, hit 'download', and preserve the APK file on your device. Installed APK Files Installed APK Files Before continuing further, activate the 'Unknown Sources' setting nestled under Settings > Security. Note activating unknown sources entails embracing inherent dangers linked to external applications. Allow only established entities meeting high-quality assurance criteria . high-quality assurance criteria Having made adjustments, track down the stored APK file and tap it to commence installation. Adhere to subsequent directions, concluding successfully. Upon wrapping things up, remember to deactivate 'Unknown Sources.’ Managed APK Files Managed APK Files Implement dedicated file supervisors to streamline organization tasks involving APK files. ES File Explorer, Total Commander, and Solid Explorer serve as exemplary specimens facilitating seamless browsing, classification, renaming, distribution, backup creation, and elimination of APK files. Moreover, contemplate utilizing cloud storage providers like Dropbox, Google Drive, or Box to safeguard crucial APK files. Merely transfer vital APK files to protected vaults, ensuring resilience against mishaps that result in unwanted deletions. Tips And Tricks Below are additional recommendations for enhancing proficiency levels regarding APK files: Verify Integrity
Before integrating APK files, scrutinize digital signatures confirming genuine origins and preventing tampering attempts. Most authenticated vendors exhibit transparency, ensuring enduring peace of mind during transactions. Update Regularly
Periodically review archived APK files, updating obsolete entries and maintaining optimal functionality. Neglecting routine maintenance invites unnecessary complications, ultimately undermining efficiency goals. Remain Vigilant
Never overlook potentially hazardous consequences lurking beneath attractive veneers, concealing latent threats lying dormant until activated unexpectedly. Practice discretion when venturing off beaten paths traversed less frequently. Verify Integrity
Before integrating APK files, scrutinize digital signatures confirming genuine origins and preventing tampering attempts. Most authenticated vendors exhibit transparency, ensuring enduring peace of mind during transactions. Verify Integrity Before integrating APK files, scrutinize digital signatures confirming genuine origins and preventing tampering attempts. Most authenticated vendors exhibit transparency, ensuring enduring peace of mind during transactions. Verify Integrity digital signatures Update Regularly Periodically review archived APK files, updating obsolete entries and maintaining optimal functionality. Neglecting routine maintenance invites unnecessary complications, ultimately undermining efficiency goals. Update Regularly Update Regularly Periodically review archived APK files, updating obsolete entries and maintaining optimal functionality. Neglecting routine maintenance invites unnecessary complications, ultimately undermining efficiency goals . efficiency goals Remain Vigilant Never overlook potentially hazardous consequences lurking beneath attractive veneers, concealing latent threats lying dormant until activated unexpectedly. Practice discretion when venturing off beaten paths traversed less frequently. Remain Vigilant Remain Vigilant Never overlook potentially hazardous consequences lurking beneath attractive veneers, concealing latent threats lying dormant until activated unexpectedly. Practice discretion when venturing off beaten paths traversed less frequently. Conclusion Understanding APK files brings substantial command over your Android device, transforming it into a personalized tool that is tailored explicitly according to individual preferences. Granted, exercising prudence remains paramount, particularly when interacting with foreign content. Nevertheless, armed with proper knowledge, APK files unlock untapped potential heretofore unexplored. Go forth, embrace the challenge, and watch your Android thrive!

Simple Steps To Handle APK Files Like A Pro

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