Nalini Ratha

Efficient CNN Building Blocks for Encrypted Data

2021 · arXiv (Cornell University)

Machine learning on encrypted data can address the concerns related to privacy and legality of sharing sensitive data with untrustworthy service providers. Fully Homomorphic Encryption (FHE) is a promising technique to enable machine learning and …