Certified Neural Network Watermarks with Randomized Smoothing

Arpit Bansal, Ping-Yeh Chiang, Michael J. Curry, Rajiv Jain, Curtis Wigington, Varun Manjunatha, John P. Dickerson, Tom Goldstein. Certified Neural Network Watermarks with Randomized Smoothing. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 1450-1465, PMLR, 2022. [doi]

Authors

Arpit Bansal

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Ping-Yeh Chiang

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Michael J. Curry

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Rajiv Jain

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Curtis Wigington

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Varun Manjunatha

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John P. Dickerson

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Tom Goldstein

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