CryptoTrain: Fast Secure Training on Encrypted Dataset

Jiaqi Xue, Yancheng Zhang, Yanshan Wang +3

Secure training, while protecting the confidentiality of both data and model weights, typically incurs significant training overhead. Traditional Fully Homomorphic Encryption (FHE)…