Statistical Certification of Acceptable Robustness for Neural Networks

Chengqiang Huang, Hu Zheng, Xiaowei Huang, Ke Pei. Statistical Certification of Acceptable Robustness for Neural Networks. In Igor Farkas, Paolo Masulli, Sebastian Otte, Stefan Wermter, editors, Artificial Neural Networks and Machine Learning - ICANN 2021 - 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part I. Volume 12891 of Lecture Notes in Computer Science, pages 79-90, Springer, 2021. [doi]

Abstract

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