AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks

Chun Chen Tu, Pai-Shun Ting, Pin-Yu Chen, Sijia Liu 0001, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh, Shin-Ming Cheng. AutoZOOM: Autoencoder-Based Zeroth Order Optimization Method for Attacking Black-Box Neural Networks. In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019. pages 742-749, AAAI Press, 2019. [doi]

Abstract

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