Pavan Reddy

Localizing Adversarial Attacks To Produces More Imperceptible Noise

2025 · Proceedings of the ... International Florida Artificial Intelligence Research Society Conference

Adversarial attacks in machine learning traditionally focus on global perturbations to input data, yet the potential of localized adversarial noise remains underexplored. This study systematically evaluates localized adversarial attacks across widely-used methods, including FGSM, PGD, …