OFHE: An Electro-Optical Accelerator for Discretized TFHE

التفاصيل البيبلوغرافية
العنوان: OFHE: An Electro-Optical Accelerator for Discretized TFHE
المؤلفون: Zheng, Mengxin, Chu, Cheng, Lou, Qian, Youngblood, Nathan, Li, Mo, Moazeni, Sajjad, Jiang, Lei
سنة النشر: 2024
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Cryptography and Security, Computer Science - Hardware Architecture
الوصف: This paper presents \textit{OFHE}, an electro-optical accelerator designed to process Discretized TFHE (DTFHE) operations, which encrypt multi-bit messages and support homomorphic multiplications, lookup table operations and full-domain functional bootstrappings. While DTFHE is more efficient and versatile than other fully homomorphic encryption schemes, it requires 32-, 64-, and 128-bit polynomial multiplications, which can be time-consuming. Existing TFHE accelerators are not easily upgradable to support DTFHE operations due to limited datapaths, a lack of datapath bit-width reconfigurability, and power inefficiencies when processing FFT and inverse FFT (IFFT) kernels. Compared to prior TFHE accelerators, OFHE addresses these challenges by improving the DTFHE operation latency by 8.7\%, the DTFHE operation throughput by $57\%$, and the DTFHE operation throughput per Watt by $94\%$.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2405.11607
رقم الأكسشن: edsarx.2405.11607
قاعدة البيانات: arXiv