原文:Guiding Deep Learning System Testing using Surprise Adequacy (ICSE‘19)
【论文笔记】DeepCover
原文:Testing Deep Neural Networks (TECS’19)
【论文笔记】DeepImportance
原文:Importance-Driven Deep Learning System Testing (ICSE’20)
Google Girl Hackathon Season VI赛后感
【论文笔记】DeepHunter
原文:DeepHunter: A Coverage-Guided Fuzz Testing Framework for Deep Neural Networks (ISSTA’19)
Coverage-guided Fuzzing for Feedforward Neural Networks (ASE’19)
【论文笔记】DeepTest
原文:DeepTest: Automated Testing of Deep-Neural-Network-driven Autonomous Cars (ICSE’18)
【论文笔记】TensorFuzz
原文:TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing (ICML’19)
【论文笔记】DLFuzz
原文:DLFuzz: Differential Fuzzing Testing of Deep Learning Systems (ESEC/FSE’18)
DNN测试输入生成论文可控制参数及变量总结
【论文笔记】DeepCheck
原文:Symbolic Execution for Deep Neural Networks (ISSRE’18)