An Adversarial Attacker for Neural Networks in Regression Problems

Kavya Gupta, Jean-Christophe Pesquet, Béatrice Pesquet-Popescu, Fateh Kaakai, Fragkiskos D. Malliaros. An Adversarial Attacker for Neural Networks in Regression Problems. In Huáscar Espinoza, John McDermid, Xiaowei Huang 0001, Mauricio Castillo-Effen, Xin Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah, Gabriel Pedroza, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), Virtual, August, 2021. Volume 2916 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

Abstract

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