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Deeply Supervised Discriminative Learning for Adversarial Defense
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Goecke, RolandHayat, MunawarKhan, Salman H.Shao, LingShen, JianbingMustafa, Aamir

Deep neural networks can easily be fooled by an adversary with minuscule perturbations added to an input image. The existing defense techniques suffer greatly under white-box attack settings, where…

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Deep reconstruction models for image set classification
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Bennamoun, MohammedHayat, MunawarAn, Senjian


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