pPATE: A Pragmatic Private Aggregation of Teacher Ensembles Framework by Sparse Vector Technique Based Differential Privacy, Paillier Cryptosystem and Human-in-the-loop

Phat T. Tran Truong, Tran Khanh Dang. pPATE: A Pragmatic Private Aggregation of Teacher Ensembles Framework by Sparse Vector Technique Based Differential Privacy, Paillier Cryptosystem and Human-in-the-loop. In Tran Khanh Dang, Josef Küng, Tai M. Chung, editors, Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications - 9th International Conference, FDSE 2022, Ho Chi Minh City, Vietnam, November 23-25, 2022, Proceedings. Volume 1688 of Communications in Computer and Information Science, pages 332-346, Springer, 2022. [doi]

Abstract

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