HYBR

hybr

TORRANCE, United States / California, October 7th, 2024, CyberNewsWire/--Criminal IP, a renowned Cyber Threat Intelligence (CTI) search engine developed by AI SPERA, has partnered with Hybrid Analysis, a platform that provides advanced malware analysis and threat intelligence, to enhance threat research. This collaboration integrates Criminal IP’s advanced domain scanning capabilities into the Hybrid Analysis platform, providing security professionals with deeper insights and more effective threat mitigation strategies. Comprehensive Malware and Domain Analysis Hybrid Analysis employs dynamic and static techniques for thorough malware analysis. Real-time execution environments and memory dumps generate annotated disassembly listings and critical Indicators of Compromise (IOCs). Criminal IP specializes in real-time domain scanning, scrutinizing domains for phishing, malware, and illicit activities. Integration enriches threat profiles, improving threat detection accuracy. Key Benefits of the Collaboration: Enhanced Threat Profiling: Security professionals can gain deeper insights into the origins and behaviors of threats identified through Hybrid Analysis, enriched with Criminal IP's data.
Real-Time Domain Analysis: Integration with Criminal IP enables users to conduct real-time scans on domains of interest, which is crucial for accurately identifying emerging threats promptly.
Comprehensive Security Insights: Users gain access to detailed domain attributes such as phishing records, abuse incidents, and detection of embedded malicious code, enhancing their ability to analyze for signs of Domain Generation Algorithms (DGA) and phishing probabilities.
Interactive Score Card: Users can quickly assess domain status, accessing additional details directly from Criminal IP database to make informed decisions based on the latest threat intelligence. Criminal IP’s Advanced Real-Time Threat Detection In addition to this comprehensive maliciousness result, uses seeking information about each component and false positives can visit Criminal IP. The URL scan feature allows users to extract a wealth of data, including network logs, associated IP addresses, malicious links, and website vulnerabilities. Users of Criminal IP Domain Search can access valuable insights such as technology usage specifics, abuse records, and identified CVE vulnerabilities, all conveniently consolidated on a single page. This robust search engine offers three customizable subscription plans—Lite, Medium, and Pro—including a Free membership option. To determine the most suitable plan based on user's volume of IP Lookup and URL Scan/Lookup requirements, users can explore the Free membership, monitor their credit usage through a user-friendly dashboard, and take advantage of key features for gaining valuable insights. About AI SPERA AI SPERA, a leader in Cyber Threat Intelligence (CTI) solutions, significantly expanded its reach by launching its flagship solution, Criminal IP, in 2023. Since then, the company has formed technical and business collaborations with over 40 renowned global security firms, including Hybrid Analysis, VirusTotal, Cisco, Tenable, Sumo Logic, and Quad9. Besides the CTI search engine, the company offers Criminal IP ASM, a SaaS-based Attack Surface Management Solution on AWS Marketplace and Azure Marketplace, and Criminal IP FDS, an AI-based Anomaly Detection Solution for credential stuffing prevention and fraud detection. Available in five languages (English, French, Arabic, Korean, and Japanese), the search engine provides a powerful service for users worldwide. Contact Michael Sena AI SPERA support@aispera.com This story was distributed as a release by Cybernewswire under HackerNoon’s Business Blogging Program. Learn more about the program here. TORRANCE, United States / California, October 7th, 2024, CyberNewsWire/--Criminal IP, a renowned Cyber Threat Intelligence (CTI) search engine developed by AI SPERA, has partnered with Hybrid Analysis, a platform that provides advanced malware analysis and threat intelligence, to enhance threat research. TORRANCE, United States / California, October 7th, 2024, CyberNewsWire/--Criminal IP, This collaboration integrates Criminal IP’s advanced domain scanning capabilities into the Hybrid Analysis platform, providing security professionals with deeper insights and more effective threat mitigation strategies. Comprehensive Malware and Domain Analysis Hybrid Analysis employs dynamic and static techniques for thorough malware analysis. Real-time execution environments and memory dumps generate annotated disassembly listings and critical Indicators of Compromise (IOCs). Criminal IP specializes in real-time domain scanning, scrutinizing domains for phishing, malware, and illicit activities. Integration enriches threat profiles, improving threat detection accuracy. Key Benefits of the Collaboration: Enhanced Threat Profiling: Security professionals can gain deeper insights into the origins and behaviors of threats identified through Hybrid Analysis, enriched with Criminal IP's data. Real-Time Domain Analysis: Integration with Criminal IP enables users to conduct real-time scans on domains of interest, which is crucial for accurately identifying emerging threats promptly. Comprehensive Security Insights: Users gain access to detailed domain attributes such as phishing records, abuse incidents, and detection of embedded malicious code, enhancing their ability to analyze for signs of Domain Generation Algorithms (DGA) and phishing probabilities. Interactive Score Card: Users can quickly assess domain status, accessing additional details directly from Criminal IP database to make informed decisions based on the latest threat intelligence. Enhanced Threat Profiling: Security professionals can gain deeper insights into the origins and behaviors of threats identified through Hybrid Analysis, enriched with Criminal IP's data. Real-Time Domain Analysis: Integration with Criminal IP enables users to conduct real-time scans on domains of interest, which is crucial for accurately identifying emerging threats promptly. Comprehensive Security Insights: Users gain access to detailed domain attributes such as phishing records, abuse incidents, and detection of embedded malicious code, enhancing their ability to analyze for signs of Domain Generation Algorithms (DGA) and phishing probabilities. Interactive Score Card: Users can quickly assess domain status, accessing additional details directly from Criminal IP database to make informed decisions based on the latest threat intelligence. Criminal IP’s Advanced Real-Time Threat Detection In addition to this comprehensive maliciousness result, uses seeking information about each component and false positives can visit Criminal IP. The URL scan feature allows users to extract a wealth of data, including network logs, associated IP addresses, malicious links, and website vulnerabilities. Users of Criminal IP Domain Search can access valuable insights such as technology usage specifics, abuse records, and identified CVE vulnerabilities, all conveniently consolidated on a single page. Criminal IP Domain Search Criminal IP Domain Search This robust search engine offers three customizable subscription plans—Lite, Medium, and Pro—including a Free membership option. To determine the most suitable plan based on user's volume of IP Lookup and URL Scan/Lookup requirements, users can explore the Free membership, monitor their credit usage through a user-friendly dashboard, and take advantage of key features for gaining valuable insights. About AI SPERA AI SPERA , a leader in Cyber Threat Intelligence (CTI) solutions, significantly expanded its reach by launching its flagship solution, Criminal IP, in 2023. AI SPERA AI SPERA Since then, the company has formed technical and business collaborations with over 40 renowned global security firms, including Hybrid Analysis, VirusTotal, Cisco, Tenable, Sumo Logic, and Quad9. technical and business collaborations technical and business collaborations Besides the CTI search engine, the company offers Criminal IP ASM, a SaaS-based Attack Surface Management Solution on AWS Marketplace and Azure Marketplace, and Criminal IP FDS, an AI-based Anomaly Detection Solution for credential stuffing prevention and fraud detection. Available in five languages (English, French, Arabic, Korean, and Japanese), the search engine provides a powerful service for users worldwide. search engine search engine Contact Michael Sena AI SPERA support@aispera.com This story was distributed as a release by Cybernewswire under HackerNoon’s Business Blogging Program. Learn more about the program here. This story was distributed as a release by Cybernewswire under HackerNoon’s Business Blogging Program. Learn more about the program here . here here

Hybrid Analysis Utilizes Criminal IP’s Robust Domain Data For Better Malware Detection

يستخدم التحليل الهجين بيانات المجال القوية لعناوين IP الإجرامية للكشف عن البرامج الضارة بشكل أفضل

Hibrid Təhlil Zərərli proqram təminatının daha yaxşı aşkarlanması üçün Cinayət IP-nin Güclü Domen Məlumatlarından istifadə edir

Η υβριδική ανάλυση χρησιμοποιεί τα ισχυρά δεδομένα τομέα της εγκληματικής IP για καλύτερη ανίχνευση κακόβουλου λογισμικού

El análisis híbrido utiliza datos de dominio robustos de IP criminales para una mejor detección de malware

L'analyse hybride utilise les données de domaine robustes de la propriété intellectuelle criminelle pour une meilleure détection des logiciels malveillants

ハイブリッド分析は犯罪者のIPの堅牢なドメインデータを活用してマルウェア検出を改善します

Гибридті талдау зиянды бағдарламаны жақсырақ анықтау үшін қылмыстық IP-нің сенімді домен деректерін пайдаланады

Análise Híbrida Utiliza Dados de Domínio Robustos de IP Criminoso para Melhor Detecção de Malware

Falanqaynta Isku-dhafka ah waxay adeegsataa Dembiyada IP ee xogta Domain adag si loo ogaado Malware ka wanaagsan

Хибридна анализа користи робусне податке домена криминалне ИП адресе за боље откривање злонамерног софтвера

Таҳлили гибридӣ маълумоти домени ҷиноии IP-ро барои беҳтар муайян кардани нармафзори зараровар истифода мебарад

Ukuhlaziywa Kwe-Hybrid Kusebenzisa Idatha Yesizinda Se-Criminal IP's Robust Ukuze Kutholwe I-Malware Engcono

Beautiful products that actually work well—not too much to ask is it? You’d think so, but tech companies have struggled for years to nail this seemingly simple concept. On the one hand, it is a sleek product that attracts customers with its appearance. Users love its stunning design, but after a few days, complaints about crashes and sluggish performance flood in. Meanwhile, across town, an engineering marvel of an app works flawlessly, but its clunky interface confounds users. It’s a tale as old as Silicon Valley, and one Ricky Zhang hopes to rewrite. Bridging the Gap Between Form and Function A pioneer User Experience (UX) design engineer at Mintlify, a San Francisco-based company that uses AI to help developers create and maintain documentation, Zhang is part of a new wave of professionals who are tired of the old “designers vs. engineers” rivalry. Instead, Zhang demonstrates what happens when you blend both skills into one role: the design engineer. It’s like being fluent in two languages, and he’s teaching the industry a valuable lesson in breaking down barriers. “My pursuit of a career blending design and engineering was inspired by a fascination with creating seamless user experiences through both visual aesthetics and technical implementation,” Zhang explains. This commitment was strengthened while he worked at Mosaic, a 3D printing startup, where he “faced the challenge of designing a User Interface (UI) that could scale across various Internet of Things (IoT) devices with different screen sizes and pixel densities for multiple 3D printer models. This experience opened my eyes to the immense value of understanding both design principles and technical constraints.” This decision shaped Zhang’s professional journey, leading him to roles where he was able to bridge the gap between design and development, ultimately creating more cohesive and user-centric products. How Design Engineering is Transforming Product Development In traditional setups, designers create mockups that engineers might later deem unfeasible. Or it could be that engineers build robust systems that designers then struggle to make user-friendly. As a design engineer, Zhang can spot these issues early and address them in real-time thanks to his unique perspective of both sides of the process. That became clear in Zhang’s past roles. By merging design thinking with engineering prowess, Zhang has streamlined processes that once involved multiple handoffs and many potential opportunities for miscommunication. A great example is his design system. Zhang explains that in this initiative, he took on the role of both designer and developer, leveraging his hybrid skillset to create a user-friendly, comprehensive design system. By creating reusable components and establishing clear guidelines, he significantly reduced design inconsistencies and development time across projects. “This system has had a substantial impact on workflow efficiency, enabling teams to create more cohesive and polished products in less time,” he adds. Zhang takes pride in how fast it’s become to prototype, test, and refine new features. He explained that the design system has been instrumental as a learning tool for new team members, allowing them to quickly understand and adopt the company’s design principles and coding standards. The positive feedback and high adoption rate within the team have been particularly rewarding for Zhang, validating the effectiveness of the hybrid design-engineering approach he championed. The Rising Demand for Hybrid Skill Sets in the Tech Sector As more and more companies begin to recognize the advantages of hiring professionals with Zhang’s skill set, demand for their services grows. Experts predict this shift is not just a passing trend but a response to the complex challenges of modern product development. “Design is becoming increasingly technical and requires a deeper understanding of technical concepts and tools,” writes Maria R, Software Engineer at Meta, on LinkedIn. “On the other hand, designers are shifting away from creative work [and] increasingly engaging in roles traditionally performed by business analysts and product managers. This transition likely stems from the expanding scope of design responsibilities, which have evolved beyond mere aesthetics to encompass a thorough understanding of customer needs, business imperatives, and market trends.” This perspective is gaining traction in the industry. According to a recent Deloitte survey, over 80% of tech companies are now actively seeking professionals with cross-disciplinary skills. Educational institutions are also taking note, with several top universities introducing programs that combine these disciplines. Zhang sees this as just the beginning. As Artificial Intelligence and machine learning become more integrated into product development, Zhang believes the need for professionals who can bridge the gap between human-centered design and complex technical systems will only grow. He’s primed to be among the very best. Zhang aims to become a product owner and experience-oriented team lead, leveraging his unique perspective that spas both product design and engineering to create user-centric products. He also seeks to empower others in the field by fostering collaboration between designers and engineers. Beautiful products that actually work well—not too much to ask is it? You’d think so, but tech companies have struggled for years to nail this seemingly simple concept. On the one hand, it is a sleek product that attracts customers with its appearance. Users love its stunning design, but after a few days, complaints about crashes and sluggish performance flood in. Meanwhile, across town, an engineering marvel of an app works flawlessly, but its clunky interface confounds users. It’s a tale as old as Silicon Valley, and one Ricky Zhang hopes to rewrite. Ricky Zhang Ricky Zhang Bridging the Gap Between Form and Function Bridging the Gap Between Form and Function A pioneer User Experience (UX) design engineer at Mintlify , a San Francisco-based company that uses AI to help developers create and maintain documentation, Zhang is part of a new wave of professionals who are tired of the old “designers vs. engineers” rivalry. Instead, Zhang demonstrates what happens when you blend both skills into one role: the design engineer. It’s like being fluent in two languages, and he’s teaching the industry a valuable lesson in breaking down barriers. Mintlify Mintlify Zhang Zhang “My pursuit of a career blending design and engineering was inspired by a fascination with creating seamless user experiences through both visual aesthetics and technical implementation,” Zhang explains. This commitment was strengthened while he worked at Mosaic, a 3D printing startup, where he “faced the challenge of designing a User Interface (UI) that could scale across various Internet of Things (IoT) devices with different screen sizes and pixel densities for multiple 3D printer models. This experience opened my eyes to the immense value of understanding both design principles and technical constraints.” Zhang Zhang This decision shaped Zhang’s professional journey, leading him to roles where he was able to bridge the gap between design and development, ultimately creating more cohesive and user-centric products. How Design Engineering is Transforming Product Development How Design Engineering is Transforming Product Development In traditional setups, designers create mockups that engineers might later deem unfeasible. Or it could be that engineers build robust systems that designers then struggle to make user-friendly. As a design engineer, Zhang can spot these issues early and address them in real-time thanks to his unique perspective of both sides of the process. That became clear in Zhang’s past roles. By merging design thinking with engineering prowess, Zhang has streamlined processes that once involved multiple handoffs and many potential opportunities for miscommunication. A great example is his design system. Zhang explains that in this initiative, he took on the role of both designer and developer, leveraging his hybrid skillset to create a user-friendly, comprehensive design system. By creating reusable components and establishing clear guidelines, he significantly reduced design inconsistencies and development time across projects. “This system has had a substantial impact on workflow efficiency, enabling teams to create more cohesive and polished products in less time,” he adds. Zhang takes pride in how fast it’s become to prototype, test, and refine new features. He explained that the design system has been instrumental as a learning tool for new team members, allowing them to quickly understand and adopt the company’s design principles and coding standards. The positive feedback and high adoption rate within the team have been particularly rewarding for Zhang, validating the effectiveness of the hybrid design-engineering approach he championed. The Rising Demand for Hybrid Skill Sets in the Tech Sector The Rising Demand for Hybrid Skill Sets in the Tech Sector As more and more companies begin to recognize the advantages of hiring professionals with Zhang’s skill set, demand for their services grows. Experts predict this shift is not just a passing trend but a response to the complex challenges of modern product development. “Design is becoming increasingly technical and requires a deeper understanding of technical concepts and tools,” writes Maria R, Software Engineer at Meta, on LinkedIn . “On the other hand, designers are shifting away from creative work [and] increasingly engaging in roles traditionally performed by business analysts and product managers. This transition likely stems from the expanding scope of design responsibilities, which have evolved beyond mere aesthetics to encompass a thorough understanding of customer needs, business imperatives, and market trends.” LinkedIn LinkedIn This perspective is gaining traction in the industry. According to a recent Deloitte survey , over 80% of tech companies are now actively seeking professionals with cross-disciplinary skills. Educational institutions are also taking note, with several top universities introducing programs that combine these disciplines. Deloitte survey Deloitte survey Zhang sees this as just the beginning. As Artificial Intelligence and machine learning become more integrated into product development, Zhang believes the need for professionals who can bridge the gap between human-centered design and complex technical systems will only grow. He’s primed to be among the very best. Zhang aims to become a product owner and experience-oriented team lead, leveraging his unique perspective that spas both product design and engineering to create user-centric products. He also seeks to empower others in the field by fostering collaboration between designers and engineers.

How Ricky Zhang Is Pioneering the Hybrid Role of Design Engineering

Wie Ricky Zhang die hybride Rolle des Design Engineering vorantreibt

Πώς ο Ricky Zhang πρωτοπορεί στον υβριδικό ρόλο της μηχανικής σχεδίασης

Cómo Ricky Zhang es pionero en el rol híbrido de la ingeniería de diseño

چگونه ریکی ژانگ در نقش ترکیبی مهندسی طراحی پیشگام است

リッキー・チャンがデザインエンジニアリングのハイブリッドな役割をどのように開拓しているか

Kaip Ricky Zhang yra hibridinio projektavimo inžinerijos vaidmens pradininkas

Како Рики Џанг е пионер во хибридната улога на дизајнерското инженерство

Рики Жан дизайн инженерчлэлийн эрлийз үүргийг хэрхэн анхдагч вэ?

Kamoo Ricky Zhang a Pulamadibogo Karolo ya Motswako ya Boentšeneare bja Moralo

Ukuntu Ricky Zhang Ari Umupayiniya Uruhare rwa Hybrid rwo gushushanya

Si Ricky Zhang është pionier në rolin hibrid të inxhinierisë së dizajnit

டிசைன் இன்ஜினியரிங் ஹைப்ரிட் ரோலில் ரிக்கி ஜாங் எப்படி முன்னோடியாக இருக்கிறார்

OpenShift Virtualization: Unify, Manage and Scale Hybrid Cloud

Authors:
(1) Yuxuan Yan,Tencent with Equal contributions and yuxuanyan@tencent.com;
(2) Chi Zhang, Tencent with Equal contributions and Corresponding Author, johnczhang@tencent.com;
(3) Rui Wang, Tencent and raywwang@tencent.com;
(4) Yichao Zhou, Tencent and yichaozhou@tencent.com;
(5) Gege Zhang, Tencent and gretazhang@tencent.com;
(6) Pei Cheng, Tencent and peicheng@tencent.com;
(7) Bin Fu, Tencent and brianfu@tencent.com;
(8) Gang Yu, Tencentm and skicyyu@tencent.com. Table of Links Abstract and 1 Introduction 2. Related Work 3. Method and 3.1. Hybrid Guidance Strategy 3.2. Handling Multiple Identities 3.3. Training 4. Experiments 4.1. Implementation details. 4.2. Results 5. Conclusion and References 3. Method In this section, we present the design and functionalities of our novel framework. Our method fundamentally builds on StableDiffusion [42], with several pivotal modifications, especially in the condition modules catering to hybridguidance image generation. We start by elaborating on our hybrid guidance design in the proposed condition module. Following that, we delve into the mechanism for managing multiple identities within images. Lastly, we discuss the training strategy of our models. The overview of our model structure is shown in Fig. 2. 3.1. Hybrid Guidance Strategy This paper is available on arxiv under CC0 1.0 DEED license. Authors: (1) Yuxuan Yan,Tencent with Equal contributions and yuxuanyan@tencent.com; (2) Chi Zhang, Tencent with Equal contributions and Corresponding Author, johnczhang@tencent.com; (3) Rui Wang, Tencent and raywwang@tencent.com; (4) Yichao Zhou, Tencent and yichaozhou@tencent.com; (5) Gege Zhang, Tencent and gretazhang@tencent.com; (6) Pei Cheng, Tencent and peicheng@tencent.com; (7) Bin Fu, Tencent and brianfu@tencent.com; (8) Gang Yu, Tencentm and skicyyu@tencent.com. Authors: Authors: (1) Yuxuan Yan,Tencent with Equal contributions and yuxuanyan@tencent.com; (2) Chi Zhang, Tencent with Equal contributions and Corresponding Author, johnczhang@tencent.com; (3) Rui Wang, Tencent and raywwang@tencent.com; (4) Yichao Zhou, Tencent and yichaozhou@tencent.com; (5) Gege Zhang, Tencent and gretazhang@tencent.com; (6) Pei Cheng, Tencent and peicheng@tencent.com; (7) Bin Fu, Tencent and brianfu@tencent.com; (8) Gang Yu, Tencentm and skicyyu@tencent.com. Table of Links Abstract and 1 Introduction Abstract and 1 Introduction 2. Related Work 2. Related Work 3. Method and 3.1. Hybrid Guidance Strategy 3. Method and 3.1. Hybrid Guidance Strategy 3.2. Handling Multiple Identities 3.2. Handling Multiple Identities 3.3. Training 3.3. Training 4. Experiments 4.1. Implementation details. 4.1. Implementation details. 4.2. Results 4.2. Results 5. Conclusion and References 5. Conclusion and References 3. Method In this section, we present the design and functionalities of our novel framework. Our method fundamentally builds on StableDiffusion [42], with several pivotal modifications, especially in the condition modules catering to hybridguidance image generation. We start by elaborating on our hybrid guidance design in the proposed condition module. Following that, we delve into the mechanism for managing multiple identities within images. Lastly, we discuss the training strategy of our models. The overview of our model structure is shown in Fig. 2. 3.1. Hybrid Guidance Strategy This paper is available on arxiv under CC0 1.0 DEED license. This paper is available on arxiv under CC0 1.0 DEED license. available on arxiv

FaceStudio: Put Your Face Everywhere in Seconds: Method and Hybrid Guidance Strategy

Global startup funding has hit its lowest level in five years, according to Crunchbase. Rather than prioritizing rapid growth, founders are now concentrating on achieving profitability quickly. Merging traditional VC approaches with venture lending could provide a flexible solution for cash-strapped businesses, says Andrey Lebedev. As a venture partner at U.S.-based VC funds, such as Amadeo Global, he is working on ad-hoc financing strategies for innovative companies. Venture capital has become expensive for tech founders who don’t want to give away substantial equity, says Lebedev. “Also, high interest rates have made it more challenging for venture funds to invest in startups,” he added. Lebedev emphasizes a shift in focus for startups. “Tech companies are looking to diversify financing sources, including bank loans and fintech platforms,” he said. In Europe, for example, state programs provided around 60 billion euros in 2023 to tech founders. In contrast, venture-funded platforms are more prominent in the U.S. Another popular strategic tool – venture debt – supports sustainable growth and long-term success for startups and their investors. The Future of Venture Debt After SVB “SVB's failure in March 2023 raised concerns about the future of venture debt, a product SVB had championed,” Lebedev said. Venture debt is designed specifically for startups and high-growth companies that have already secured VC equity funding. It provides these companies with access to additional capital without diluting the ownership stakes of their founders and investors. “However, SVB's demise was not due to the inherent flaws of venture debt but rather it was a result of a classic bank run, exacerbated by the high concentration of its customer base in startups and VC funds,” Lebedev noted. Despite this setback, venture debt remains a compelling and vital financing tool for startups.” Typically, venture debt is used to extend the runway between equity rounds, finance capital expenditures, or provide a buffer during periods of uncertainty. Despite SVB’s collapse, the fundamental advantages of venture debt remain intact. The demand for non-dilutive capital solutions continues to grow, driven by startups' need for flexible financing options that support their growth without compromising ownership and control. “As the market evolves, we can expect increased diversification, innovation, and risk management to further bolster the appeal of venture debt,” Lebedev said. Moreover, other financial institutions and specialized venture debt providers are well-positioned to fill the void left by SVB. The Hybrid Model: A New Approach Amadeo’s hybrid venture-credit model combines venture debt with mezzanine financing. This approach allows for shorter investment horizons (2-3 years) compared to traditional venture capital (5-7 years), and with similar return expectations. “Mezzanine financing and debt financing options, including securitization via options, provide control over loan repayment and offer a more attractive proposition for startups and investors alike,” Lebedev said. Similar investment firms use the DSE (Deposit, Account, Control) system, which facilitates automatic loan repayments by debiting money from a company's account upon receipt.  While this system is relatively new to the U.S., similar mechanisms have long been in use globally, says Lebedev. He compares the U.S. venture financing environment with Europe’s. “Advanced payment systems and financial discipline offer unique advantages to investors,” he said. “In the U.S., credit ratings and reputational risks play a significant role in business development, making the hybrid venture-credit model more appealing as it provides a structured approach to funding.” The Evolution of Venture Financing Lebedev believes that the hybrid venture-credit model is the future of startup investment. “This model effectively addresses the need for flexible funding and rapid business expansion, without significant equity dilution for founders,” he said. As technology advances and AI-driven financial analysis becomes more prevalent, funds that adopt these innovative practices gain a competitive edge. SVB’s collapse precipitated a wave of innovation and new entrants into the venture debt space. New players are often more agile and better equipped to understand the unique needs of startups, providing customized solutions that can offer even greater value. “Amadeo’s hybrid venture-credit model offers a compelling alternative to traditional venture capital, providing flexible and growth-oriented funding solutions,” Lebedev added. This innovative approach has the potential to steer the evolution of venture financing, more effectively catering to the needs of startups and small businesses in a tough economic environment. Global startup funding has hit its lowest level in five years, according to Crunchbase. Rather than prioritizing rapid growth, founders are now concentrating on achieving profitability quickly. Global startup funding has hit its lowest level in five years, according to Crunchbase. Rather than prioritizing rapid growth, founders are now concentrating on achieving profitability quickly. Global startup funding has hit its lowest level in five years, according to Crunchbase . Rather than prioritizing rapid growth, founders are now concentrating on achieving profitability quickly. according to Crunchbase according to Crunchbase Merging traditional VC approaches with venture lending could provide a flexible solution for cash-strapped businesses, says Andrey Lebedev. As a venture partner at U.S.-based VC funds, such as Amadeo Global, he is working on ad-hoc financing strategies for innovative companies. Venture capital has become expensive for tech founders who don’t want to give away substantial equity, says Lebedev. “Also, high interest rates have made it more challenging for venture funds to invest in startups,” he added. Lebedev emphasizes a shift in focus for startups. “Tech companies are looking to diversify financing sources, including bank loans and fintech platforms,” he said. In Europe, for example, state programs provided around 60 billion euros in 2023 to tech founders. In contrast, venture-funded platforms are more prominent in the U.S. Another popular strategic tool – venture debt – supports sustainable growth and long-term success for startups and their investors. The Future of Venture Debt After SVB The Future of Venture Debt After SVB “SVB's failure in March 2023 raised concerns about the future of venture debt, a product SVB had championed,” Lebedev said. Venture debt is designed specifically for startups and high-growth companies that have already secured VC equity funding. It provides these companies with access to additional capital without diluting the ownership stakes of their founders and investors. “However, SVB's demise was not due to the inherent flaws of venture debt but rather it was a result of a classic bank run, exacerbated by the high concentration of its customer base in startups and VC funds,” Lebedev noted. Despite this setback, venture debt remains a compelling and vital financing tool for startups.” Typically, venture debt is used to extend the runway between equity rounds, finance capital expenditures, or provide a buffer during periods of uncertainty. Despite SVB’s collapse, the fundamental advantages of venture debt remain intact. The demand for non-dilutive capital solutions continues to grow, driven by startups' need for flexible financing options that support their growth without compromising ownership and control. “As the market evolves, we can expect increased diversification, innovation, and risk management to further bolster the appeal of venture debt,” Lebedev said. Moreover, other financial institutions and specialized venture debt providers are well-positioned to fill the void left by SVB. The Hybrid Model: A New Approach The Hybrid Model: A New Approach Amadeo’s hybrid venture-credit model combines venture debt with mezzanine financing. This approach allows for shorter investment horizons (2-3 years) compared to traditional venture capital (5-7 years), and with similar return expectations. “Mezzanine financing and debt financing options, including securitization via options, provide control over loan repayment and offer a more attractive proposition for startups and investors alike,” Lebedev said. Similar investment firms use the DSE (Deposit, Account, Control) system, which facilitates automatic loan repayments by debiting money from a company's account upon receipt.  While this system is relatively new to the U.S., similar mechanisms have long been in use globally, says Lebedev. He compares the U.S. venture financing environment with Europe’s. “Advanced payment systems and financial discipline offer unique advantages to investors,” he said. “In the U.S., credit ratings and reputational risks play a significant role in business development, making the hybrid venture-credit model more appealing as it provides a structured approach to funding.” The Evolution of Venture Financing The Evolution of Venture Financing Lebedev believes that the hybrid venture-credit model is the future of startup investment. “This model effectively addresses the need for flexible funding and rapid business expansion, without significant equity dilution for founders,” he said. As technology advances and AI-driven financial analysis becomes more prevalent, funds that adopt these innovative practices gain a competitive edge. SVB’s collapse precipitated a wave of innovation and new entrants into the venture debt space. New players are often more agile and better equipped to understand the unique needs of startups, providing customized solutions that can offer even greater value. “Amadeo’s hybrid venture-credit model offers a compelling alternative to traditional venture capital, providing flexible and growth-oriented funding solutions,” Lebedev added. This innovative approach has the potential to steer the evolution of venture financing, more effectively catering to the needs of startups and small businesses in a tough economic environment.

Shaping the Future of Startup Funding With a New Hybrid Venture-Credit Model

একটি নতুন হাইব্রিড ভেঞ্চার-ক্রেডিট মডেলের মাধ্যমে স্টার্টআপ ফান্ডিং এর ভবিষ্যত গঠন করা

Die Zukunft der Startup-Finanzierung mit einem neuen hybriden Venture-Credit-Modell gestalten

Dando forma al futuro de la financiación inicial con un nuevo modelo híbrido de riesgo y crédito

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Managing crypto finances presents a continuous struggle in finding the right balance between security and convenience. There are various options available, such as hot and cold wallets, as well as centralized and decentralized storage systems. While each option offers its own advantages, they also pose risks, including the possibility of forgetting seed phrases, misplacing wallets, or unauthorized access to funds. How can wallet providers ensure strong security measures without compromising user-friendliness? Hybrid SMPC technology is the answer. Constant challenge in managing crypto finances Centralized storage has always been susceptible to vulnerabilities. When you deposit your money in a bank or a centralized exchange (CEX), you depend on their stability and security. In the event of their collapse, your funds could disappear along with them. FTX served as a prominent example, but other centralized platforms also faced bankruptcy in 2022, resulting in an estimated loss of 100 billion dollars. Many people couldn't access their assets, showing the need for decentralized storage that gives you control. But decentralized solutions have challenges too, like losing access due to forgotten seed phrases or misplaced hardware wallets. Without a central authority, there's no help to recover assets if you make a mistake or get hacked. These issues have contributed to an increasing demand for a hybrid approach that combines the benefits of centralized and decentralized storage while addressing their respective weaknesses. The cryptocurrency sector has long been in search of a solution that can offer strong security measures while still maintaining the ease and availability of centralized services. New paradigm in asset storage With decades of bankruptcy and a history of ‘grey’ practices with banks, there is a huge lack of trust in the modern world when it comes to storing money. Essentially, the world needs a solution for holding funds in a: Decentralized manner
With complete ownership and autonomy of their funds
Secure and private
Reliable and accessible 24/7 A new system needed should combine hybrid SMPC with secure agents to enhance security measures. It should allow users to enjoy the benefits of decentralized storage while still having centralized access to funds for making payments. This means that users can easily transfer funds to their bank cards or bank accounts. One of the unique features of a hybrid SMPC is its ability to offer special recovery options that are not available on centralized platforms. Users can set up a backup wallet, where funds can be redirected in case something happens to them. For example, they can specify several wallets belonging to their relatives, and if anything happens, the funds will be transferred to one of these specified wallets. Tringlr also provides a high level of customization, allowing users to set limits on the amount of money that can be withdrawn or transferred. Hybrid SMPC key pool The most important component within the Tringlr infrastructure is the so-called key pool. The centralized part also has a very important function in ensuring the security of the decentralized part because it has its own key. Let’s explain this further. There are 3 keys stored in total. Owner of the wallet
Centralized part of the platform
Secure agent (third party that can also authorize transactions) Tringlr's innovative design revolutionizes the concept of security by incorporating a unique security loop. This loop ensures that even if the decentralized part is hacked, there is no risk of losing money. The confirmation of the centralized key and the involvement of the secure agent are required for any transaction. Additionally, any attempt by a centralized service to block fund withdrawals due to violations is rendered impossible. The backup wallet insertion mechanism is virtually unhackable and can only be initiated within a three-month timeframe by the owner of the decentralized wallet and the secure agent responsible for this process. Such decentralized architecture, combined with components of centralized aspects, will be the foundation for creating the most secure wallet for holding your crypto funds. Account abstraction benefits Tringlr incorporates account abstraction technology, allowing for seamless fund transfers between wallets, centralized exchange functionalities, and a range of essential features such as browser-based payments. The ultimate outcome is the development of a secure and robust wallet that facilitates transactions in both the Web3 and TradFi realms. Simultaneously, users can still utilize their funds in the physical world as they normally would. Within the wallet, there is an option to transfer money to a centralized component, which enables funding of a bank card linked to the client's bank account. Users have the ability to set limits for these automated top-ups. Additionally, the centralized service will offer various other centralized products, including credit products, card products, and staking products, providing a comprehensive solution to bridge the gap between cryptocurrencies and the real world. The result? A solution that transfers the power over money to the individual, in a way never done before. A solution that is completely secure in the decentralized component, while also being impossible to limit the ability to access money from the centralized part. Managing crypto finances presents a continuous struggle in finding the right balance between security and convenience. There are various options available, such as hot and cold wallets, as well as centralized and decentralized storage systems. While each option offers its own advantages, they also pose risks, including the possibility of forgetting seed phrases, misplacing wallets, or unauthorized access to funds. How can wallet providers ensure strong security measures without compromising user-friendliness? Hybrid SMPC technology is the answer. Constant challenge in managing crypto finances Constant challenge in managing crypto finances Centralized storage has always been susceptible to vulnerabilities. When you deposit your money in a bank or a centralized exchange (CEX), you depend on their stability and security. In the event of their collapse, your funds could disappear along with them. FTX served as a prominent example, but other centralized platforms also faced bankruptcy in 2022, resulting in an estimated loss of 100 billion dollars. Many people couldn't access their assets, showing the need for decentralized storage that gives you control. But decentralized solutions have challenges too, like losing access due to forgotten seed phrases or misplaced hardware wallets. Without a central authority, there's no help to recover assets if you make a mistake or get hacked. These issues have contributed to an increasing demand for a hybrid approach that combines the benefits of centralized and decentralized storage while addressing their respective weaknesses. The cryptocurrency sector has long been in search of a solution that can offer strong security measures while still maintaining the ease and availability of centralized services. New paradigm in asset storage New paradigm in asset storage With decades of bankruptcy and a history of ‘grey’ practices with banks, there is a huge lack of trust in the modern world when it comes to storing money. Essentially, the world needs a solution for holding funds in a: Decentralized manner With complete ownership and autonomy of their funds Secure and private Reliable and accessible 24/7 Decentralized manner With complete ownership and autonomy of their funds Secure and private Reliable and accessible 24/7 A new system needed should combine hybrid SMPC with secure agents to enhance security measures. It should allow users to enjoy the benefits of decentralized storage while still having centralized access to funds for making payments. This means that users can easily transfer funds to their bank cards or bank accounts. One of the unique features of a hybrid SMPC is its ability to offer special recovery options that are not available on centralized platforms. Users can set up a backup wallet, where funds can be redirected in case something happens to them. For example, they can specify several wallets belonging to their relatives, and if anything happens, the funds will be transferred to one of these specified wallets. Tringlr also provides a high level of customization, allowing users to set limits on the amount of money that can be withdrawn or transferred. Hybrid SMPC key pool The most important component within the Tringlr infrastructure is the so-called key pool. The centralized part also has a very important function in ensuring the security of the decentralized part because it has its own key. Let’s explain this further. There are 3 keys stored in total. Owner of the wallet Centralized part of the platform Secure agent (third party that can also authorize transactions) Owner of the wallet Centralized part of the platform Secure agent (third party that can also authorize transactions) Tringlr's innovative design revolutionizes the concept of security by incorporating a unique security loop. This loop ensures that even if the decentralized part is hacked, there is no risk of losing money. The confirmation of the centralized key and the involvement of the secure agent are required for any transaction. Additionally, any attempt by a centralized service to block fund withdrawals due to violations is rendered impossible. The backup wallet insertion mechanism is virtually unhackable and can only be initiated within a three-month timeframe by the owner of the decentralized wallet and the secure agent responsible for this process. Such decentralized architecture, combined with components of centralized aspects, will be the foundation for creating the most secure wallet for holding your crypto funds. Account abstraction benefits Tringlr incorporates account abstraction technology, allowing for seamless fund transfers between wallets, centralized exchange functionalities, and a range of essential features such as browser-based payments. The ultimate outcome is the development of a secure and robust wallet that facilitates transactions in both the Web3 and TradFi realms. Simultaneously, users can still utilize their funds in the physical world as they normally would. Within the wallet, there is an option to transfer money to a centralized component, which enables funding of a bank card linked to the client's bank account. Users have the ability to set limits for these automated top-ups. Additionally, the centralized service will offer various other centralized products, including credit products, card products, and staking products, providing a comprehensive solution to bridge the gap between cryptocurrencies and the real world. The result? A solution that transfers the power over money to the individual, in a way never done before. A solution that is completely secure in the decentralized component, while also being impossible to limit the ability to access money from the centralized part.

Hybrid SMPC Technology – the Cutting Edge in Crypto Wallet Security

A centralized exchange (CEX) and a decentralized exchange (DEX) are the two major traditional models for cryptocurrency trading vying for dominance. While CEXs often have user-friendly interfaces and high liquidity, they are often criticized for their potential security risks and centralization. DEXs, on the other hand, are decentralized platforms, allowing users autonomy over their assets. However, they often suffer from limited liquidity and complex user interfaces. The shortcomings of these two models form the basis for the emergence of a new model: Hybrid DEX and CEX. Hybrid Exchanges Hybrid DEX and CEX models represent an emerging approach to cryptocurrency trading aimed at empowering crypto traders to maximize the benefits of both centralized and decentralized exchanges and potentially revolutionize the cryptocurrency exchange landscape. This integration is designed to bridge the gap between the two traditional models by offering a blend of their strengths and minimizing the risks associated with them. However, a complete fusion of these two dissimilar entities might present a huge challenge, there are key indicators for the growing possibility of hybridizing CEX and DEX exchanges: Order Book Integration: Some hybrid exchanges integrate with CEX order books, allowing users to access deeper liquidity and potentially better prices. A prominent example of this is the 1-inch limit order protocol, a set of smart contracts that can work on any EVM-based blockchains. Fiat On-Ramps: Some hybrid models often offer fiat on-ramps, enabling users to directly buy crypto with fiat currency, similar to CEX exchanges. Self-Custody: Hybrid models often allow users to maintain self-custody of their assets, similar to DEXs. This implies that users can hold private keys and have full control over their funds. Benefits of Hybrid Models: The following benefits potentially accrue from the fusion of CEX and DEX platforms. Improved Liquidity: Merging CEX order books with DEX functionalities can potentially usher in increased liquidity and better price discovery for users. Enhanced User Experience: Fiat on-ramps and custodial options can make DEXs more accessible to users who prefer the convenience of CEXs. Improved Security: Hybrid models can potentially strike a balance between the security of centralized platforms and the transparency of decentralized platforms. Examples of Hybrid Exchanges There are numerous examples of hybrid exchanges with different functionalities. Some of these are: BinanceDEX BinanceDEX is an open-source with non-custodial functionalities. It is popular among crypto traders trading BRC-20  and other popular DeFi tokens. It's backed by Binance providing a layer of trust and confidence in its operations DODO DODO is a leading player in the hybrid space providing deep liquidity and low slippage through its unique "Proactive Market Maker" (PMM) algorithm, which is designed to automatically adjust the liquidity pool based on market conditions. Finally, DODO aims to address the liquidity challenges often faced by DEXs, potentially attracting users seeking deeper liquidity and lower slippage by adjusting liquidity pools. BHE BHE acts as an aggregator by allowing users to access liquidity from both CEXs and DEXs. Through its "DeCEX" service, it enables users to trade on centralized exchanges like Binance without KYC and potentially lower fees. It leverages a DEX trading mode with PMM (Passive Market Maker) technology, aiming to provide sufficient liquidity and smoother price curves. It seeks to address the shortcomings of the traditional models by offering: Decentralization: Its disallows LP pool and dealer control, ensuring user control over their assets. Comprehensive Trading Options: It trading platform allows users to access various trading options like spot, option, and OTC trading across multiple blockchains. User-Friendly Interface: BHE employs K-line charts and a user-friendly interface similar to CEX. Challenges Facing Hybrid Exchanges Although hybrid exchanges offer a promising blend of features from centralized and decentralized exchanges, they continue to face some significant challenges: Regulatory Challenges Crypto regulations are increasingly becoming a matter of diverse jurisdictions, making it difficult for hybrid exchanges to comply with local regulations. Striking a balance between decentralization and adhering to legal requirements is usually difficult. Varying Laws: Regulations can differ greatly from country to country, requiring hybrid exchanges to adapt their operations based on their target markets. This adds complexity and operational hurdles. Technical Complexity: Integrating blockchain technology, smart contracts, and a centralized matching engine requires a high level of technical expertise. Maintaining the security and stability of this complex system adds another layer of difficulty. Security Concerns: Balancing user control of private keys with the security of centralized elements like hot wallets presents a challenge. Hybrid exchanges need robust security measures to mitigate the risk of hacks and breaches. Onboarding New Users: Hybrid exchanges are a relatively new concept and need to compete with established centralized and decentralized platforms. Building user trust and attracting a significant user base can take significant time and effort. Conclusion: The world of cryptocurrency is constantly evolving with new innovations pushing its boundaries. The emergence of Hybrid exchanges is one of the groundbreaking innovations indicating a trend toward bridging the gap between the two major traditional systems. Hybrid exchanges can also be considered a significant addition to the cryptocurrency landscape. Finally, there are several examples of hybrid exchanges highlighting the diverse approaches within the hybrid CEX and DEX models. A centralized exchange (CEX) and a decentralized exchange (DEX) are the two major traditional models for cryptocurrency trading vying for dominance. While CEXs often have user-friendly interfaces and high liquidity, they are often criticized for their potential security risks and centralization. DEXs, on the other hand, are decentralized platforms, allowing users autonomy over their assets. However, they often suffer from limited liquidity and complex user interfaces. The shortcomings of these two models form the basis for the emergence of a new model: Hybrid DEX and CEX. Hybrid Exchanges Hybrid DEX and CEX models represent an emerging approach to cryptocurrency trading aimed at empowering crypto traders to maximize the benefits of both centralized and decentralized exchanges and potentially revolutionize the cryptocurrency exchange landscape. This integration is designed to bridge the gap between the two traditional models by offering a blend of their strengths and minimizing the risks associated with them. However, a complete fusion of these two dissimilar entities might present a huge challenge, there are key indicators for the growing possibility of hybridizing CEX and DEX exchanges: Order Book Integration: Some hybrid exchanges integrate with CEX order books, allowing users to access deeper liquidity and potentially better prices. A prominent example of this is the 1-inch limit order protocol, a set of smart contracts that can work on any EVM-based blockchains. Fiat On-Ramps: Some hybrid models often offer fiat on-ramps, enabling users to directly buy crypto with fiat currency, similar to CEX exchanges. Self-Custody: Hybrid models often allow users to maintain self-custody of their assets, similar to DEXs. This implies that users can hold private keys and have full control over their funds. Benefits of Hybrid Models: The following benefits potentially accrue from the fusion of CEX and DEX platforms. Improved Liquidity: Merging CEX order books with DEX functionalities can potentially usher in increased liquidity and better price discovery for users. Enhanced User Experience: Fiat on-ramps and custodial options can make DEXs more accessible to users who prefer the convenience of CEXs. Improved Security: Hybrid models can potentially strike a balance between the security of centralized platforms and the transparency of decentralized platforms. Examples of Hybrid Exchanges There are numerous examples of hybrid exchanges with different functionalities. Some of these are: BinanceDEX BinanceDEX is an open-source with non-custodial functionalities. It is popular among crypto traders trading BRC-20  and other popular DeFi tokens. It's backed by Binance providing a layer of trust and confidence in its operations DODO DODO is a leading player in the hybrid space providing deep liquidity and low slippage through its unique "Proactive Market Maker" (PMM) algorithm, which is designed to automatically adjust the liquidity pool based on market conditions. Finally, DODO aims to address the liquidity challenges often faced by DEXs, potentially attracting users seeking deeper liquidity and lower slippage by adjusting liquidity pools. BHE BHE acts as an aggregator by allowing users to access liquidity from both CEXs and DEXs. Through its "DeCEX" service, it enables users to trade on centralized exchanges like Binance without KYC and potentially lower fees. It leverages a DEX trading mode with PMM (Passive Market Maker) technology, aiming to provide sufficient liquidity and smoother price curves. It seeks to address the shortcomings of the traditional models by offering: Decentralization: Its disallows LP pool and dealer control, ensuring user control over their assets. Comprehensive Trading Options: It trading platform allows users to access various trading options like spot, option, and OTC trading across multiple blockchains. User-Friendly Interface: BHE employs K-line charts and a user-friendly interface similar to CEX. Challenges Facing Hybrid Exchanges Although hybrid exchanges offer a promising blend of features from centralized and decentralized exchanges, they continue to face some significant challenges: Regulatory Challenges Crypto regulations are increasingly becoming a matter of diverse jurisdictions, making it difficult for hybrid exchanges to comply with local regulations. Striking a balance between decentralization and adhering to legal requirements is usually difficult. Varying Laws: Regulations can differ greatly from country to country, requiring hybrid exchanges to adapt their operations based on their target markets. This adds complexity and operational hurdles. Technical Complexity: Integrating blockchain technology, smart contracts, and a centralized matching engine requires a high level of technical expertise. Maintaining the security and stability of this complex system adds another layer of difficulty. Security Concerns: Balancing user control of private keys with the security of centralized elements like hot wallets presents a challenge. Hybrid exchanges need robust security measures to mitigate the risk of hacks and breaches. Onboarding New Users: Hybrid exchanges are a relatively new concept and need to compete with established centralized and decentralized platforms. Building user trust and attracting a significant user base can take significant time and effort. Conclusion: The world of cryptocurrency is constantly evolving with new innovations pushing its boundaries. The emergence of Hybrid exchanges is one of the groundbreaking innovations indicating a trend toward bridging the gap between the two major traditional systems. Hybrid exchanges can also be considered a significant addition to the cryptocurrency landscape. Finally, there are several examples of hybrid exchanges highlighting the diverse approaches within the hybrid CEX and DEX models.

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