Sparse-PGD: A Unified Framework for Sparse Adversarial Perturbations Generation.
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DOI: 10.1109/tpami.2025.3630185
Abstract: This work studies sparse adversarial perturbations, including both unstructured and structured ones. We propose a framework based on a white-box PGD-like attack method named Sparse-PGD to effectively and efficiently generate such perturbations. Furthermore, we combine… read more here.
Keywords: adversarial perturbations; sparse pgd; pgd; sparse adversarial ... See more keywords