A Methodology for Training Homomorphic Encryption Friendly Neural Networks

Author:

Baruch MoranORCID,Drucker NirORCID,Greenberg LevORCID,Moshkowich GuyORCID

Publisher

Springer International Publishing

Reference45 articles.

1. AC: Actualmed COVID-19 chest X-ray data initiative (2020). https://github.com/agchung/Actualmed-COVID-chestxray-dataset

2. Aharoni, E., et al.: HeLayers: a tile tensors framework for large neural networks on encrypted data. https://arxiv.org/abs/2011.01805

3. Akavia, A., Vald, M.: On the privacy of protocols based on CPA-secure homomorphic encryption. Cryptology ePrint Archive: Report 2021/803 (2021). https://eprint.iacr.org/2021/803

4. Baruch, M., Greenberg, L., Moshkowich, G.: Fighting COVID-19 in the Dark: Methodology for Improved Inference Using Homomorphically Encrypted DNN (2021)

5. Boemer, F., Costache, A., Cammarota, R., Wierzynski, C.: NGraph-HE2: a high-throughput framework for neural network inference on encrypted data. In: Proceedings of the 7th ACM Workshop on Encrypted Computing & Applied Homomorphic Cryptography, WAHC 2019, pp. 45–56. Association for Computing Machinery, New York (2019). https://doi.org/10.1145/3338469.3358944

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