Themis: Automatic and Efficient Deep Learning System Testing with Strong Fault Detection Capability

Dong Huang, Tsz On Li, Xiaofei Xie +1

Deep Learning Systems (DLSs) have been widely applied in safety-critical tasks such as autopilot. However, when a perturbed input is fed into a DLS for inference, the DLS often has…