XMutant: XAI-based Fuzzing for Deep Learning Systems

Xingcheng Chen, Matteo Biagiola, Vincenzo Riccio +2

Semantic-based test generators are widely used to produce failure-inducing inputs for Deep Learning (DL) systems. They typically generate challenging test inputs by applying random…