Vele Tosevski

Large-Scale Recurrent Neural Networks with Fully Homomorphic Encryption for Privacy-Enhanced Speaker Identification

Temporal classification tasks such as speaker identification are often performed by recurrent neural networks (RNNs) that observe potentially private (sensitive) data in order to provide service. Although encrypting this data safeguards it during storage and transit, decryption for computation intro…