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06/15/2022
Morphence-2.0: Evasion-Resilient Moving Target Defense Powered by Out-of-Distribution Detection
Evasion attacks against machine learning models often succeed via iterat...
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02/18/2022
Rethinking Machine Learning Robustness via its Link with the Out-of-Distribution Problem
Despite multiple efforts made towards robust machine learning (ML) model...
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08/31/2021
Morphence: Moving Target Defense Against Adversarial Examples
Robustness to adversarial examples of machine learning models remains an...
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08/31/2021
EG-Booster: Explanation-Guided Booster of ML Evasion Attacks
The widespread usage of machine learning (ML) in a myriad of domains has...
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06/30/2021