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DNN Testing

Testing the reliability of DNNs.

Papers

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Showing 11–20 of 27 papers

TitleStatusHype
DeepFault: Fault Localization for Deep Neural Networks—0
DeepKnowledge: Generalisation-Driven Deep Learning Testing—0
Automatic Test Suite Generation for Key-Points Detection DNNs using Many-Objective Search (Experience Paper)—0
DeepSample: DNN sampling-based testing for operational accuracy assessment—0
CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing—0
Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing—0
Exposing Previously Undetectable Faults in Deep Neural Networks—0
GAN-enhanced Simulation-driven DNN Testing in Absence of Ground Truth—0
IWA: Integrated Gradient based White-box Attacks for Fooling Deep Neural Networks—0
Neuron Coverage-Guided Domain Generalization—0
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