Arjun Roy

DCT-CryptoNets: Scaling Private Inference in the Frequency Domain

The convergence of fully homomorphic encryption (FHE) and machine learning offers unprecedented opportunities for private inference of sensitive data. FHE enables computation directly on encrypted data, safeguarding the entire machine learning pipeline, including data and model confidentiality. Howe…