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09/25/2021
Two Souls in an Adversarial Image: Towards Universal Adversarial Example Detection using Multi-view Inconsistency
In the evasion attacks against deep neural networks (DNN), the attacker ...
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09/17/2019
A Distributed Fair Machine Learning Framework with Private Demographic Data Protection
Fair machine learning has become a significant research topic with broad...
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07/04/2019
Fair Kernel Regression via Fair Feature Embedding in Kernel Space
In recent years, there have been significant efforts on mitigating uneth...
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07/03/2017
Discriminatory Transfer
We observe standard transfer learning can improve prediction accuracies ...
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04/03/2017
