Mutation-based Fault Localization of Deep Neural Networks

Deep neural networks (DNNs) are susceptible to bugs, just like other types of software systems. A significant uptick in using DNN, and its applications in wide-ranging areas, including safety-critical systems, warrant extensive research on software engineering tools for improving the reliability of...

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Veröffentlicht in:	IEEE/ACM International Conference on Automated Software Engineering : [proceedings] S. 1301 - 1313
Hauptverfasser:	Ghanbari, Ali, Thomas, Deepak-George, Arshad, Muhammad Arbab, Rajan, Hridesh
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 11.09.2023
Schlagworte:	Artificial neural networks Benchmark testing Computer bugs Data models Deep Neural Network Fault Localization Location awareness Mutation Reliability engineering Software systems
ISSN:	2643-1572
Online-Zugang:	Volltext
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