31 citations · 81 across the 7 of their papers we have counts for
3 papers · 1 filter
Accelerating Encrypted Computing on Intel GPUs
Yujia Zhai, Mohannad Ibrahim, Yiqin Qiu +4
Homomorphic Encryption (HE) is an emerging encryption scheme that allows computations to be performed directly on encrypted messages. This property provides promising applications…
Enabling Homomorphically Encrypted Inference for Large DNN Models
Guillermo Lloret-Talavera, Marc Jorda, Harald Servat +5
The proliferation of machine learning services in the last few years has raised data privacy concerns. Homomorphic encryption (HE) enables inference using encrypted data but it inc…
Intel HEXL: Accelerating Homomorphic Encryption with Intel AVX512-IFMA52
Fabian Boemer, Sejun Kim, Gelila Seifu +2
Modern implementations of homomorphic encryption (HE) rely heavily on polynomial arithmetic over a finite field. This is particularly true of the CKKS, BFV, and BGV HE schemes. Two…