On the Susceptibility of Deep Neural Networks to Natural Perturbations

Mesut Ozdag, Sunny Raj, Steven L. Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha 0001. On the Susceptibility of Deep Neural Networks to Natural Perturbations. In Huáscar Espinoza, Han Yu 0001, Xiaowei Huang, Freddy Lécué, Cynthia Chen, José Hernández-Orallo, Seán Ó hÉigeartaigh, Richard Mallah, editors, Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, AISafety@IJCAI 2019, Macao, China, August 11-12, 2019. Volume 2419 of CEUR Workshop Proceedings, CEUR-WS.org, 2019. [doi]

Authors

Mesut Ozdag

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Sunny Raj

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Steven L. Fernandes

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Alvaro Velasquez

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Laura Pullum

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Sumit Kumar Jha 0001

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