Fast Reliability Estimation for Neural Networks with Adversarial Attack-Driven Importance Sampling

Karim Tit, Teddy Furon. Fast Reliability Estimation for Neural Networks with Adversarial Attack-Driven Importance Sampling. In Negar Kiyavash, Joris M. Mooij, editors, Uncertainty in Artificial Intelligence, 15-19 July 2024, Universitat Pompeu Fabra, Barcelona, Spain. Volume 244 of Proceedings of Machine Learning Research, pages 3356-3367, PMLR, 2024. [doi]

Abstract

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