Defending local poisoning attacks in multi-party learning via immune system

Author:

Xie Fei,Gao YuanORCID,Wang Jiongqian,Zhao Wei

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference45 articles.

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3. C. Xie, K. Huang, P. Chen, B. Li, DBA: Distributed backdoor attacks against federated learning, in: ICLR, 2020.

4. A.N. Bhagoji, S. Chakraborty, P. Mittal, S.B. Calo, Analyzing federated learning through an adversarial lens, in: ICML, 2019, pp. 634–643.

5. E. Bagdasaryan, A. Veit, Y. Hua, D. Estrin, V. Shmatikov, How to backdoor federated learning, in: AISTATS, 2020, pp. 2938–2948.

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