Distributed additive encryption and quantization for privacy preserving federated deep learning
Hangyu Zhu, Rui Wang, Yaochu Jin, Kaitai Liang, Jianting Ning
Topics & Concepts
Computer scienceHomomorphic encryptionEncryptionFederated learningKey (lock)Quantization (signal processing)Theoretical computer scienceArtificial intelligenceComputer securityAlgorithmPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques