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12/02/2018
Model-Reuse Attacks on Deep Learning Systems
Many of today's machine learning (ML) systems are built by reusing an ar...
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08/01/2018
EagleEye: Attack-Agnostic Defense against Adversarial Inputs (Technical Report)
Deep neural networks (DNNs) are inherently vulnerable to adversarial inp...
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12/02/2017
Where Classification Fails, Interpretation Rises
An intriguing property of deep neural networks is their inherent vulnera...
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08/25/2017