Generalizable Robustness Testing of DNN-Based Robotic Navigation Systems via XAI-Guided Search

Khizra Sohail, Miren Illarramendi, Aitor Arrieta

**Context:** Deep Neural Networks (DNNs) increasingly control Cyber-Physical Systems (CPSs), yet small input perturbations can cause unsafe system-level behavior. Existing approach…