Inference Provenance Tracking and Analysis

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

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

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

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Firas Ben Hmida