SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures

Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos. SafeML: Safety Monitoring of Machine Learning Classifiers Through Statistical Difference Measures. In Marc Zeller, Kai Höfig, editors, Model-Based Safety and Assessment - 7th International Symposium, IMBSA 2020, Lisbon, Portugal, September 14-16, 2020, Proceedings. Volume 12297 of Lecture Notes in Computer Science, pages 197-211, Springer, 2020. [doi]

Abstract

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