Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning

Deniz Koyuncu, Alex Gittens, Bülent Yener, Moti Yung. Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning. In Ambuj Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar 0001, Fatma Ozcan, Jieping Ye, editors, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. pages 1164-1175, ACM, 2023. [doi]

Abstract

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