Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware?

Marco Melis, Michele Scalas, Ambra Demontis +4

While machine-learning algorithms have demonstrated a strong ability in detecting Android malware, they can be evaded by sparse evasion attacks crafted by injecting a small set of…