Coverage-guided fuzzing for feedforward neural networks
Deep neural network (DNN) has been widely applied to safety-critical scenarios such as autonomous vehicle, security surveillance, and cyber-physical control systems. Yet, the incorrect behaviors of DNNs can lead to severe accidents and tremendous losses due to hidden defects. In this paper, we prese...
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| Main Authors: | , , , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2019
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7067 https://ink.library.smu.edu.sg/context/sis_research/article/8070/viewcontent/ASE.2019.00127.pdf |
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| Institution: | Singapore Management University |
| Language: | English |