Transformer-based Language Models and Homomorphic Encryption: An Intersection with BERT-tiny
Author:
Affiliation:
1. University of Milano-Bicocca, Milan, Italy
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3643651.3659893
Reference27 articles.
1. Abbas Acar, Hidayet Aksu, A. Selcuk Uluagac, and Mauro Conti. 2018. A Survey on Homomorphic Encryption Schemes: Theory and Implementation. ACM Comput. Surv. , Vol. 51, 4, Article 79 (jul 2018), bibinfonumpages35 pages.
2. OpenFHE
3. Gorjan Alagic Daniel Apon David Cooper Quynh Dang Thinh Dang John Kelsey Jacob Lichtinger Carl Miller Dustin Moody Rene Peralta et al. 2022. Status report on the third round of the NIST post-quantum cryptography standardization process. US Department of Commerce NIST (2022).
4. Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E. Hinton. 2016. Layer Normalization. arxiv: 1607.06450 [stat.ML]
5. PrivFT: Private and Fast Text Classification With Homomorphic Encryption
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