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Summary by CodyWild 3 years ago
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Summary by David Stutz 3 years ago
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arxiv.org
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On the (Statistical) Detection of Adversarial Examples
Kathrin Grosse and Praveen Manoharan and Nicolas Papernot and Michael Backes and Patrick McDaniel
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.CR, cs.LG, stat.ML

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Summary by David Stutz 4 years ago
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arxiv.org
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Adversarial Examples Are Not Easily Detected: Bypassing Ten Detection Methods
Nicholas Carlini and David Wagner
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CR, cs.CV

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Summary by David Stutz 4 years ago
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arxiv.org
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Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients
Andrew Slavin Ross and Finale Doshi-Velez
arXiv e-Print archive - 2017 via Local arXiv
Keywords: cs.LG, cs.CR, cs.CV

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Summary by David Stutz 4 years ago
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