Search Results for author: Mohamed Djilani

Found 1 papers, 0 papers with code

RobustBlack: Challenging Black-Box Adversarial Attacks on State-of-the-Art Defenses

no code implementations30 Dec 2024 Mohamed Djilani, Salah Ghamizi, Maxime Cordy

Although adversarial robustness has been extensively studied in white-box settings, recent advances in black-box attacks (including transfer- and query-based approaches) are primarily benchmarked against weak defenses, leaving a significant gap in the evaluation of their effectiveness against more recent and moderate robust models (e. g., those featured in the Robustbench leaderboard).

Adversarial Robustness

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