Decision-Aware Quadratic ReLU Replacement for HE-Friendly Inference

Rui Li, Wenyuan Wu, Weijie Miao

Fully homomorphic encryption (FHE) supports only additions and multiplications, so FHE-only neural-network inference typically replaces ReLU with polynomials fitted over empirical…