Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers

Item #:

079017-0733

Details

DOI: https://doi.org/10.52202/079017-0733
Author(s): Christian Gagné, Jonas Ngnawé, Yann Pequignot, Frédéric Precioso, Sabyasachi Sahoo
Pages: 23301-23324 (24 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/079017-0733
Author(s): Christian Gagné, Jonas Ngnawé, Yann Pequignot, Frédéric Precioso, Sabyasachi Sahoo
Pages: 23301-23324 (24 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)