Secure AI Model Sharing: A Cryptographic Approach for Encrypted Model Exchange

Author:

Neyigapula Bheema Shanker

Publisher

SvedbergOpen

Reference14 articles.

1. Bonawitz, K., Eichner, H., Grieskamp, W., Huba, D., Ingerman, A., Ivanov, V., ... and Yao, P. (2019). Towards Federated Learning at Scale: System Design. In Proceedings of the 2nd SysML Conference, 1-10. ArXiv preprint arXiv:1902.01046.

2. Boyd, C. and Arvind, D.K. (2020). Secure Deep Learning: A Survey. ACM Computing Surveys (CSUR), 53(5), 1-37.

3. Boyd, C. and Dawson, E. (2017). Practical Strategies for Secure Key Exchange (No. CACR 2017-01). Centre for Applied Cryptographic Research.

4. Chen, L., Wang, Q., Zhu, L., Qian, J. and Zhan, Y. (2021). Privacy-preserving Deep Learning Via Additive Homomorphic Encryption And Noise Injection. Future Generation Computer Systems, 121, 22-32.

5. New Directions in Cryptography;Diffie;IEEE Transactions on Information Theory,1976

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