Testing Neural Networks via Bayesian-Guided Exploration of Decision Landscapes

Bin Duan, Meiru Che, Guowei Yang

As neural networks are increasingly deployed in safety-critical domains, testing is essential to evaluate and improve their reliability. Existing testing methods, whether black-box…