When Interpretability Becomes a Liability: Adversarial Attacks on CBM Concept Layers

Aditya Sridhar

Concept Bottleneck Models (CBMs) have emerged as a cornerstone approach for interpretable machine learning, providing human-understandable intermediate representations through expl…