Smooth Perturbations for Time Series Adversarial Attacks

Gautier Pialla, Hassan Ismail Fawaz, Maxime Devanne, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller, Christoph Bergmeir, Daniel F. Schmidt, Geoffrey I. Webb, Germain Forestier. Smooth Perturbations for Time Series Adversarial Attacks. In João Gama 0001, Tianrui Li 0001, Yang Yu 0001, Enhong Chen, Yu Zheng, Fei Teng 0001, editors, Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia Conference, PAKDD 2022, Chengdu, China, May 16-19, 2022, Proceedings, Part I. Volume 13280 of Lecture Notes in Computer Science, pages 485-496, Springer, 2022. [doi]

Authors

Gautier Pialla

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Hassan Ismail Fawaz

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Maxime Devanne

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Jonathan Weber

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Lhassane Idoumghar

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Pierre-Alain Muller

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Christoph Bergmeir

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Daniel F. Schmidt

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Geoffrey I. Webb

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Germain Forestier

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