Certifiable Prioritization for Deep Neural Networks via Movement Cost in Feature Space
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Publisher
Springer Nature Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-97-0425-5_18
Reference53 articles.
1. Ma, L., Juefei-Xu, F., Zhang, F., Sun, J., Xue, M., Li, B., Chen, C., Su, T., Li, L., Liu, Y.: Deepgauge: Multi-granularity testing criteria for deep learning systems. In: 33rd ACM/IEEE International Conference on Automated Software Engineering, pp. 120–131. ACM, Montpellier (2018)
2. Pei, K., Cao, Y., Yang, J., Jana, S.: Deepxplore: automated whitebox testing of deep learning systems. Commun. ACM 62(11), 137–145 (2019)
3. Wicker, M., Huang, X., Kwiatkowska, M.: Feature-guided black-box safety testing of deep neural networks. In: Tools and Algorithms for the Construction and Analysis of Systems - 24th International Conference. TACAS 2018, vol. 10805, pp. 408–426. Springer, Thessaloniki (2018)
4. Zhang, K., Zhang, Y., Zhang, L., Gao, H., Yan, R., Yan, J.: Neuron activation frequency based test case prioritization. In: International Symposium on Theoretical Aspects of Software Engineering, pp. 81–88. IEEE, Hangzhou (2020)
5. Byun, T., Sharma, V., Vijayakumar, A., Rayadurgam, S., Cofer, D.D.: Input prioritization for testing neural networks. In: IEEE International Conference On Artificial Intelligence Testing. AITest 2019, pp. 63–70. IEEE, Newark (2019)
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