Adversaries can sometimes craft inputs that trick XAI tools into providing misleading,benign-looking explanations.

The Adversarial Mirage: How Manipulation Tactics Compromise Explainable AI Introduction Artificial Intelligence has moved beyond the “black box” phase. To satisfy regulatory requirements and build user trust, organizations increasingly rely on Explainable AI (XAI) tools—systems […]