Fully homomorphic encryption (FHE) protects data privacy in cloud computing by enabling computations to directly occur on ciphertexts. To improve the time-consuming FHE operations, we present an electro-optical (EO) FHE accelerator, CryptoLight. Compared to prior FHE accelerators, on average, CryptoLight reduces the latency of various FHE applications by >94.4% and the energy consumption by >95%
翻译:全同态加密(FHE)通过在密文上直接进行计算,保护了云计算中的数据隐私。为改善耗时的FHE操作,我们提出了一种电光(EO)FHE加速器——CryptoLight。与先前的FHE加速器相比,CryptoLight平均将各类FHE应用的延迟降低94.4%以上,能耗降低95%以上。