Homomorphic Encryption

General

• Survey on FHE and applications
• Encrypted search using FHE
• Exploring FHE: Vitalik
• ML and FHE

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 - Concrete - Rust
• Paillier - Julia
• Cupcake - Facebook Research

Accelerating FHE

• FPT: a Fixed-Point Accelerator for Torus Fully Homomorphic Encryption