Mohammad Meymani

KAN-Robust-Bench: A Benchmark for Evaluating the Robustness of Kolmogorov-Arnold Networks

This paper investigates the certified and empirical robustness of various Kolmogorov-Arnold network architectures against strong evasion attacks and systematically evaluates the robustness of various defended and undefended KAN models under FGSM, PGD, and C&W attacks.