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For Business People

What you will learn

Basics of Homomorphic encryption

Homomorphic Operations

Homomorphic Encryption Schemes and Tools

Privacy Preserving Smart Contracts and On-chain Computations

Privacy-Preserving Data Processing

Outsourced Computation

Description

Welcome to the “Basics of Homomorphic Encryption” course.

In today’s interconnected world, where data is the lifeblood of innovation, protecting sensitive information while still enabling powerful computations has become a paramount challenge. Homomorphic Encryption emerges as a groundbreaking solution to this challenge, opening new possibilities for privacy-preserving data processing and secure outsourcing of computations.

Homomorphic Encryption is a very complex topic involving complex mathematics and technical concepts. This course tries to explain this complex subject in simple language for a broader audience, especially for business-facing leaders.

Apart from discussing the basics of cryptography and Homomorphic Encryption, the course delves primarily into the use cases. We first discuss the basic use cases – Privacy-Preserving Data Processing and Outsourced Computation.


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Later we delve into the hybrid use cases – Privacy Preserving Smart Contracts, Private On-Chain Transactions, use of Homomorphic Encryption in SMPC, and use of Homomorphic Encryption in Machine Learning.

Now, this course primarily deals with what kind of problems Homomorphic Encryption is and can solve. If you are looking for a course that can help you implement Homomorphic Encryption with coding examples, this is probably not a good match.

If you are more theoretically inclined, please refer to the papers attached to the lectures.

All the best.

English
language

Content

Introduction

Introduction
Who is this course for?
Course Outline

Primer on Cryptography

Basics of Cryptography
Symmetric and Asymmetric Cryptography

Introduction to Homomorphic Encryption

Basics
Historical development

Homomorphic Operations

Homomorphic Addition
Homomorphic Multiplication and Combined Operations

Partially Homomorphic Encryption (PHE)

Basics of Partially Homomorphic Encryption
Advantages and Disadvantages

Fully Homomorphic Encryption (FHE)

Basics of Fully Homomorphic Encryption
Bootstrapping

Privacy-Preserving Data Processing

Privacy-Preserving Data Processing

Outsourced Computation

Outsourced Computation

Implementation Schemes and Tools

Schemes and Tools

Standardization

Standardization

Hybrid Solutions

Web3- Privacy Preserving Smart Contracts and On-chain Computations
Secure Multiparty Computation (SMPC)
Machine Learning and AI with Homomorphic Encryption

Homomorphic Encryption vs Zero-knowledge Proofs

Homomorphic Encryption vs Zero-knowledge Proofs

Limitations of Homomorphic Encryptions

Limitations of Homomorphic Encryptions

Thank You

Thank You