An Improved LeNet-5 Model Based on Encrypted Data

Author:

Ni Huanhuan,Han Yiliang,Duan Xiaowei,Yang Guohui

Publisher

Springer Singapore

Reference19 articles.

1. Ji, S.L., Du, T.Y., Li, J.F., Shen, C., Li, B.: Security and privacy of machine learning models: a survey. J. Softw. 32(1), 41–67 (2021)

2. Rivest, R.L., Adleman, L., Dertouzos, M.L.: On data banks and privacy homomorphisms. Found. Secure Comput. 4(11), 169–180 (1978)

3. Abadi, M., et al.: Deep learning with differential privacy. In: ACM SIGSAC Conference on Computer and Communications Security, pp. 308–318 (2016)

4. Wang, Q.Z.: GAO L: neural network for processing privacy-protected data. J. Cryptologic Res. 6(2), 258–268 (2019)

5. Zhu, Q., Lv, X.: 2P-DNN: privacy-preserving deep neural networks based on homomorphic cryptosystem (2018). arXiv:1807.08459

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