An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers

27 January 2019

Papers citing "An Information-Theoretic Explanation for the Adversarial Fragility of AI Classifiers"

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Title
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems Jirong Yi Q. Zhang Zhenji Chen Qiaoan Liu Weizhuo Shao SSL FedML 34 3 0 21 Sep 2022
Derivation of Information-Theoretically Optimal Adversarial Attacks with Applications to Robust Machine Learning Jirong Yi R. Mudumbai Weiyu Xu AAML 32 2 0 28 Jul 2020