Articles with "mask reconstruction" as a keyword



Toward Defending Adversarial Patch Attacks With Mask-Reconstruction-Assisted Adversarial Training

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Published in 2025 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2025.3629619

Abstract: Adversarial patch attacks pose a significant threat to deep learning models in real-world applications, such as autonomous driving, due to their physical feasibility and ease of deployment. Although several defenses exist, they often have limitations,… read more here.

Keywords: patch; adversarial training; mask reconstruction; patch attacks ... See more keywords