DeepProv: Behavioral Characterization and Repair of Neural Networks via Inference Provenance Graph Analysis

Firas Ben Hmida, Abderrahmen Amich, Ata Kaboudi +1

Deep neural networks (DNNs) are increasingly being deployed in high-stakes applications, from self-driving cars to biometric authentication. However, their unpredictable and unreli…