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DNN Testing

Testing the reliability of DNNs.

Papers

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Showing 11–20 of 27 papers

TitleStatusHype
NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks—0
CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing—0
Black-Box Testing of Deep Neural Networks Through Test Case DiversityCode0
Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware CriterionCode1
Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing—0
Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic TestingCode1
Exposing Previously Undetectable Faults in Deep Neural Networks—0
Neuron Coverage-Guided Domain Generalization—0
Distribution-Aware Testing of Neural Networks Using Generative ModelsCode1
IWA: Integrated Gradient based White-box Attacks for Fooling Deep Neural Networks—0
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