Lattice-based cryptography has been in the spotlight recently: in January 2019, Many of the semifinalists in the were based on lattices. Let’s explore the basics of lattices and how they apply to cryptosystems. NIST post-quantum-cryptography competition What is a Lattice? A Lattice According to , a lattice is the set of all integer linear combinations of basis vectors: Wikipedia i.e. More simply put, a lattice is defined by basis vectors, which are only able to be scaled by integers… yay no fractions! For example, let’s create a lattice of all the integers in a two-dimensional plane: The definition of our lattice contains only 2 basis vectors, v1 = (0,1) v2 = (1,0) Our lattice is the set of values that can be reached by any combination and scale of our basis vectors. For example, the point (2,0) is in our lattice because it can be reached by 2*v1 all Similarly, we could create an entirely new lattice by changing our basis vectors to v1 = (0,3) v2 = (3,0) As you can see, now the intermediary points (0,1) and (0,1) in our lattice. There is no way to scale v1 (0,3) and v2 (3,0) to reach those points without using fractional scalars. With lattices, we can only scale by whole integers. no longer exist How Does This Help With Crypto? Cryptographic algorithms are typically based on mathematical problems that are easy to verify the answer of, but hard to calculate. For example, RSA is based on prime factorization. If I told you to find prime factors of 27,919,645,564,169,759, that would be hard. However, if I told you that 48,554,491 and 575,016,749 are prime factors, all you have to do is multiply them together in order to verify my answer. RSA works great with classical computers. There are of a number reliably in less than exponential time. no known solutions to find prime factors In the quantum world, things don't look so peachy. Shor's algorithm on quantum computers can crack RSA in less than exponential time. Many believe that lattice math could be the answer. CLICK TO TWEET Shortest Vector Problem In this introductory article, we will take a brief look at one of the more well-known lattice problems that are of use in cryptosystems, . the shortest vector problem (SVP) Simply put, the goal of SVP is for the attacker to find the shortest vector from the origin (above in red) when given the basis of a lattice (above in blue). A zero vector doesn’t work as an answer, we consider it trivial. How is it solved? Like RSA with classical computers, it is hard to find the shortest vector of a large lattice, especially if it exists in many dimensions. One such slow solution for approximating the shortest vector is ‘s algorithm, or , which you can read about in the links provided. Babai Nearest Plane Algorithm Thanks For Reading! Lane on Twitter: @wagslane Lane on Dev.to: wagslane Download Qvault: https://qvault.io ( : ) Disclaimer The Author is the Founder of Qvault, this story was originally published there

Twitter

Adi Shamir's Secret Sharing: An Algorithm To Share Ownership

Why You Shouldn't Use "With Statement" Syntax in JavaScript

Learn to code on Boot.dev

Nominated for 2022 - HackerNoon Contributor of the Year - Algorithms

Nominated for 2022 - HackerNoon Contributor of the Year - Mathematics

Nominated for 2022 - HackerNoon Contributor of the Year - Cryptography

Nominated for Coding Guru of 2022

Nominated for 2022 - HackerNoon Contributor of the Year - Github

Nominated for 2022 - HackerNoon Contributor of the Year - Online Education

Nominated for 2022 - HackerNoon Contributor of the Year - Job Hunting

Nominated for Super Career Strategist of 2022

Too Long; Didn't Read

Make resilience your competitive advantage

An ELI5 Intro to Lattices in Cryptography

An ELI5 Intro to Lattices in Cryptography

About Author

Comments

TOPICS

THIS ARTICLE WAS FEATURED IN

Related Stories

Untitled Story

A Complete Overview of Cryptography

102 Stories To Learn About Encryption

153 Stories To Learn About Cryptography

5 Books You Can Read to Boost Your Computer Science Knowledge

6 Not-so-obvious Tech Predictions

A Complete Overview of Cryptography

102 Stories To Learn About Encryption

153 Stories To Learn About Cryptography

5 Books You Can Read to Boost Your Computer Science Knowledge

6 Not-so-obvious Tech Predictions

Light-Mode

Classic

Newspaper

Dark-Mode

Neon Noir

Minty

HN StartUps