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DeepSearch: Simple and Effective Blackbox Fuzzing of Deep Neural Networks


Oct 14, 2019
Fuyuan Zhang, Sankalan Pal Chowdhury, Maria Christakis


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DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems


Aug 14, 2018
Lei Ma, Felix Juefei-Xu, Fuyuan Zhang, Jiyuan Sun, Minhui Xue, Bo Li, Chunyang Chen, Ting Su, Li Li, Yang Liu, Jianjun Zhao, Yadong Wang

* DeepGauge: Multi-Granularity Testing Criteria for Deep Learning Systems. In Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE 18), September 3-7, 2018, Montpellier, France 
* The 33rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2018) 

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Combinatorial Testing for Deep Learning Systems


Jun 20, 2018
Lei Ma, Fuyuan Zhang, Minhui Xue, Bo Li, Yang Liu, Jianjun Zhao, Yadong Wang


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