Abstract: Deep code models are vulnerable to adversarial attacks, making it possible for semantically identical inputs to trigger different responses. Current black-box attack methods typically ...

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There is at least one document among the files currently released in which redacted text can be viewed through copy and paste ...

Abstract: Deep learning is a machine learning technique that has significantly improved results in many areas such as computer vision, speech recognition, machine translation, and biomedical imaging ...

Looking for last-minute lineup help? Here are the top Week 15 deep sleepers—including J.J. McCarthy and Chimere Dike—that could swing your fantasy playoff matchup.

An ongoing area of research involves defenses against adversarial examples, which are specifically designed inputs that attack the model's inference. We explore the impact on adversarial examples ...