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Linear Program Powered Attack

Published • Jul 18, 2021
NobleIDNI0P916W520R213S353
Authors:
Ismaïla Seck
,
Gaëlle Loosli
,
Stéphane Canu

Abstract

Finding the exact robust test error is a good way to compare the robustness of neural networks, but it is a difficult task even on small networks and datasets like MNIST. However, finding reasonable lower and upper bounds is possible and can be done using either complete methods or attacks. On the o...

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