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TPU as Cryptographic Accelerator

13 July 2023
Rabimba Karanjai
Sangwon Shin
Xinxin Fan
Lin Chen
Tianwei Zhang
Taeweon Suh
W. Shi
Lei Xu
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Abstract

Polynomials defined on specific rings are heavily involved in various cryptographic schemes, and the corresponding operations are usually the computation bottleneck of the whole scheme. We propose to utilize TPU, an emerging hardware designed for AI applications, to speed up polynomial operations and convert TPU to a cryptographic accelerator. We also conduct preliminary evaluation and discuss the limitations of current work and future plan.

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