Building GBDT Inference on Encrypted Data with CKKS
A technical deep dive into building privacy-preserving GBDT inference using the CKKS scheme and the Xiao et al. (2019) architecture.
#FHE
Posts tagged #FHE.
- Machine Learning
- Cryptography
Papers That Shaped Fully Homomorphic Encryption Research and Development
A curated review of foundational papers from theoretical ideas to real-world applications, exploring how Fully Homomorphic Encryption evolved in recent years.
- Blockchain
fhEVM Quickstart
Zama's confidential blockchain protocol brings fully homomorphic encryptions to blockchain data, boasting full state protections that ZKP cannot offer.
- Blockchain
Blockchain Privacy Technologies
Privacy is an unsolved problem in blockchains. Block data are transparent in public blockchains. And technologies including FHE, ZKP, MPC and TEE are utilized to solve it.
- Cryptography
A Deep Dive into BGV, BFV, and CKKS: Modern Fully Homomorphic Encryption Schemes
Comprehensive analysis of three leading FHE schemes with consistent mathematical foundations, comparing their approaches to noise management, parameter selection, and practical implementations