Homomorphic Encryption
General
- Survey on FHE and applications
- Encrypted search using FHE
- Exploring FHE: Vitalik
- ML and FHE
- Computing on encrypted data: Nigel Smart
- Sunscreen - intro to fhe for engineers
- Survey on FHE and applications
TFHE deep dive: ZAMA AI - Ilaria Chilloti
- Part 1: Ciphertext types
- Part 2: Encoding and linear ops
- part 3: key switching and levelled multiplications
- Part 4: programmable bootstrapping
HE Libraries/implementations
- Awesome FHE library list
- Microsoft SEAL
- TenSEAL - Openmined
- PySyft - Openmined
- Tfhe - torus
- Google - FHE
- IBM - FHE
- PALISADE
- Zama AI - TFHE-rs - Rust library
- Zama AI - Concrete - Python compiler
- Paillier - Julia
- Cupcake - Facebook Research
- Sunscreen - levelled bootstrap
- OpenFHE