The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality

Laurent Amsaleg, James Bailey, Dominique Barbe, Sarah M. Erfani, Michael E. Houle, Vinh Nguyen, Milos Radovanovic. The vulnerability of learning to adversarial perturbation increases with intrinsic dimensionality. In 2017 IEEE Workshop on Information Forensics and Security, WIFS 2017, Rennes, France, December 4-7, 2017. pages 1-6, IEEE, 2017. [doi]

Authors

Laurent Amsaleg

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James Bailey

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Dominique Barbe

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Sarah M. Erfani

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Michael E. Houle

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Vinh Nguyen

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Milos Radovanovic

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