BFV, CKKS, TFHE: Which One is the Best for a Secure Neural Network Evaluation in the Cloud?

Pierre-Emmanuel Clet, Oana Stan, Martin Zuber. BFV, CKKS, TFHE: Which One is the Best for a Secure Neural Network Evaluation in the Cloud?. In Jianying Zhou 0001, Chuadhry Mujeeb Ahmed, Lejla Batina, Sudipta Chattopadhyay 0001, Olga Gadyatskaya, Chenglu Jin, Jingqiang Lin, Eleonora Losiouk, Bo Luo, Suryadipta Majumdar, Mihalis Maniatakos, Daisuke Mashima, Weizhi Meng 0001, Stjepan Picek, Masaki Shimaoka, Chunhua Su, Cong Wang 0001, editors, Applied Cryptography and Network Security Workshops - ACNS 2021 Satellite Workshops, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S&P, SCI, SecMT, and SiMLA, Kamakura, Japan, June 21-24, 2021, Proceedings. Volume 12809 of Lecture Notes in Computer Science, pages 279-300, Springer, 2021. [doi]

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