13 citations · 26 across the 7 of their papers we have counts for
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cs.LG2019★ 2 cited
DeepSmartFuzzer: Reward Guided Test Generation For Deep Learning
Samet Demir, Hasan Ferit Eniser, Alper Sen
Testing Deep Neural Network (DNN) models has become more important than ever with the increasing usage of DNN models in safety-critical domains such as autonomous cars. The traditi…
cs.SE2019★ 3 cited
DeepFault: Fault Localization for Deep Neural Networks
Hasan Ferit Eniser, Simos Gerasimou, Alper Sen
Deep Neural Networks (DNNs) are increasingly deployed in safety-critical applications including autonomous vehicles and medical diagnostics. To reduce the residual risk for unexpec…