Towards a Polynomial Instruction Based Compiler for Fully Homomorphic Encryption Accelerators

ePrint Report: Towards a Polynomial Instruction Based Compiler for Fully Homomorphic Encryption Accelerators

Sejun Kim, Wen Wang, Duhyeong Kim, Adish Vartak, Michael Steiner, Rosario Cammarota

Fully Homomorphic Encryption (FHE) is a transformative technology that enables computations on encrypted data without requiring decryption, promising enhanced data privacy. However, its adoption has been limited due to significant performance overheads. Recent advances include the proposal of domain-specific, highly-parallel hardware accelerators designed to overcome these limitations.
This paper introduces PICA, a comprehensive compiler framework …

accelerators adoption compiler data data privacy decryption encrypted encrypted data encryption eprint report fhe fully homomorphic encryption homomorphic encryption kim michael privacy report technology wang