DeepMutation: Mutation Testing of Deep Learning Systems

Author:

Ma Lei,Zhang Fuyuan,Sun Jiyuan,Xue Minhui,Li Bo,Juefei-Xu Felix,Xie Chao,Li Li,Liu Yang,Zhao Jianjun,Wang Yadong

Publisher

IEEE

Cited by 242 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Multi-objective differential evolution in the generation of adversarial examples;Science of Computer Programming;2024-12

2. Decomposition of Deep Neural Networks into Modules via Mutation Analysis;Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis;2024-09-11

3. Interpretability Based Neural Network Repair;Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis;2024-09-11

4. AutoRIC: Automated Neural Network Repairing Based on Constrained Optimization;ACM Transactions on Software Engineering and Methodology;2024-09-04

5. A systematic review of machine learning methods in software testing;Applied Soft Computing;2024-09

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