RobOT: Robustness-Oriented Testing for Deep Learning Systems

11 Feb 2021 Jingyi Wang Jialuo Chen Youcheng Sun Xingjun Ma Dongxia Wang Jun Sun Peng Cheng

Recently, there has been a significant growth of interest in applying software engineering techniques for the quality assurance of deep learning (DL) systems. One popular direction is deep learning testing, where adversarial examples (a.k.a.~bugs) of DL systems are found either by fuzzing or guided search with the help of certain testing metrics... (read more)

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  • SOFTWARE ENGINEERING