Coverage-Guided Fuzzing for Feedforward Neural Networks
ASE, pp. 1162-1165, 2019.
Deep neural network (DNN) has been widely applied to safety-critical scenarios such as autonomous vehicle, security surveillance, and cyber-physical control systems. Yet, the incorrect behaviors of DNNs can lead to severe accidents and tremendous losses due to hidden defects. In this paper, we present DeepHunter, a general-purpose fuzzing...More
Full Text (Upload PDF)
PPT (Upload PPT)