Radziah Mohamad

Systematic review of test case generation strategies for deep learning systems

Deep learning (DL) systems are increasingly used in safety- and mission-critical domains, yet their testing remains difficult because conventional software testing techniques do not adequately address high-dimensional inputs, weak or unavailable test oracles, and complex model behavior. This systematic literature revie...