Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems

Chawin Sitawarin, Florian Tramèr, Nicholas Carlini. Preprocessors Matter! Realistic Decision-Based Attacks on Machine Learning Systems. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 32008-32032, PMLR, 2023. [doi]

Authors

Chawin Sitawarin

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Florian Tramèr

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Nicholas Carlini

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