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10/25/2022
Accelerating Certified Robustness Training via Knowledge Transfer
Training deep neural network classifiers that are certifiably robust aga...
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10/24/2022
Ares: A System-Oriented Wargame Framework for Adversarial ML
Since the discovery of adversarial attacks against machine learning mode...
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02/21/2022
Transferring Adversarial Robustness Through Robust Representation Matching
With the widespread use of machine learning, concerns over its security ...
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11/27/2019
Can Attention Masks Improve Adversarial Robustness?
Deep Neural Networks (DNNs) are known to be susceptible to adversarial e...
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09/12/2019