A Backdoor-based Explainable AI Benchmark for High Fidelity Evaluation of Attributions

Peiyu Yang, Naveed Akhtar, Jiantong Jiang +1

Attribution methods compute importance scores for input features to explain model predictions. However, assessing the faithfulness of these methods remains challenging due to the a…