Efficient Repair of Polluted Machine Learning Systems via Causal Unlearning

Yinzhi Cao, Alexander Fangxiao Yu, Andrew Aday, Eric Stahl, Jon Merwine, Junfeng Yang. Efficient Repair of Polluted Machine Learning Systems via Causal Unlearning. In Jong Kim 0001, Gail-Joon Ahn, Seungjoo Kim, Yongdae Kim, Javier López 0001, Taesoo Kim, editors, Proceedings of the 2018 on Asia Conference on Computer and Communications Security, AsiaCCS 2018, Incheon, Republic of Korea, June 04-08, 2018. pages 735-747, ACM, 2018. [doi]

Abstract

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