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Showing 1 to 2 of 2 for “"adversarial example attack"”.
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Building trustworthy machine learning systems in adversarial environments
… interacting with a machine-learning model. These adversarial scenarios, known as poisoning attack, adversarial example attack, and inference attack, have demonstrated that security, privacy, and robustness have become more important than ever for AI to gain wider adoption and societal trust. To …
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On Transferability of Adversarial Examples on Machine-Learning-Based Malware Classifiers
… vulnerable and sensible to transferable adversarial example (AE) attacks. The transfer AE attack does not require extra information from the victim model such as gradient information. Researchers explore mainly 2 lines of transfer-based adversarial example attacks: ensemble models and …