Defense Method against Adversarial Attacks Using JPEG Compression and One-Pixel Attack for Improved Dataset Security

Adelina-Valentina Cucu, Giuseppe Valenzise, Daniela Stanescu, Ioana Ghergulescu, Lucian Ionel Gaina, Bianca Gusita. Defense Method against Adversarial Attacks Using JPEG Compression and One-Pixel Attack for Improved Dataset Security. In Radu-Emil Precup, editor, 27th International Conference on System Theory, Control and Computing, ICSTCC 2023, Timisoara, Romania, October 11-13, 2023. pages 523-527, IEEE, 2023. [doi]

Abstract

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