Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks

Jinyuan Jia, Yupei Liu, Xiaoyu Cao, Neil Zhenqiang Gong. Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 9575-9583, AAAI Press, 2022. [doi]

Abstract

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