CryptoLight: An Electro-Optical Accelerator for Fully Homomorphic Encryption

Mengxin Zheng, Qian Lou, Fan Chen, Lei Jiang, Yongxin Zhu
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Abstract

Fully homomorphic encryption (FHE) protects data privacy in cloud computing by enabling computations to directly occur on cipher-texts. 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 by >95%.
CryptoLight:一种全同态加密的光电加速器
完全同态加密(FHE)通过使计算直接发生在加密文本上来保护云计算中的数据隐私。为了改善耗时的FHE操作,我们提出了一种光电(EO) FHE加速器,CryptoLight。与之前的FHE加速器相比,平均而言,CryptoLight将各种FHE应用的延迟降低了>94.4%,能量降低了>95%。
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