Covers: theory of Homomorphic Encryption
Estimated time needed to finish: 15 minutes
Questions this item addresses:
- Introduction to Homomorphic Encryption
How to use this item?
Watch the entire video for a quick introduction to Homomorphic Encryption
Fail to play? Open the link directly: https://www.youtube.com/watch?v=2TVqFGu1vhw
Author(s) / creator(s) / reference(s)
OpenMined
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Additively Homomorphic Encryption
Contributors
- Objectives
- Understand the basics of Additively Homomorphic Encryption and Use Cases
- Potential Use Cases
- Privacy Preserving Computation - Example, vote tallying
- Who is This For ?
- ADVANCEDML Experts new to Privacy-Preserving Machine Learning
Click on each of the following annotated items to see details.
VIDEO 1. Introduction to Homomorphic Encryption
- Introduction to Homomorphic Encryption
15 minutes
ARTICLE 2. Introduction to Additively Homomorphic Encryption - The Paillier Cryptosystem
- Introduction to Paillier Cryptosystem
5 minutes
VIDEO 3. The Math behind Paillier Cryptosystem
- The Math behind Paillier Cryptosystem
15 minutes
ARTICLE 4. Python Implementation of Paillier Cryptosystem
- Python Implementation of Paillier Cryptosystem
30 minutes
USE_CASE 5. Use Case of Additively Homomorphic Encryption - Vote Tallying
- Use Case of Additively Homomorphic Encryption - Vote Tallying
30 minutes
PAPER 6. Deep Dive into Paillier Cryptosystem
- Deep Dive into Paillier Cryptosystem
60 minutes
Concepts Covered
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