Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks

Stefan Pócos, Iveta Becková, Igor Farkas. Examining the Proximity of Adversarial Examples to Class Manifolds in Deep Networks. In Elias Pimenidis, Plamen P. Angelov, Chrisina Jayne, Antonios Papaleonidas, Mehmet Aydin 0001, editors, Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6-9, 2022, Proceedings, Part IV. Volume 13532 of Lecture Notes in Computer Science, pages 645-656, Springer, 2022. [doi]

Abstract

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