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]

@inproceedings{CletSZ21,
  title = {BFV, CKKS, TFHE: Which One is the Best for a Secure Neural Network Evaluation in the Cloud?},
  author = {Pierre-Emmanuel Clet and Oana Stan and Martin Zuber},
  year = {2021},
  doi = {10.1007/978-3-030-81645-2_16},
  url = {https://doi.org/10.1007/978-3-030-81645-2_16},
  researchr = {https://researchr.org/publication/CletSZ21},
  cites = {0},
  citedby = {0},
  pages = {279-300},
  booktitle = {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},
  editor = {Jianying Zhou 0001 and Chuadhry Mujeeb Ahmed and Lejla Batina and Sudipta Chattopadhyay 0001 and Olga Gadyatskaya and Chenglu Jin and Jingqiang Lin and Eleonora Losiouk and Bo Luo and Suryadipta Majumdar and Mihalis Maniatakos and Daisuke Mashima and Weizhi Meng 0001 and Stjepan Picek and Masaki Shimaoka and Chunhua Su and Cong Wang 0001},
  volume = {12809},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-030-81645-2},
}