Correlations between deep neural network model coverage criteria and model quality

Author:

Yan Shenao1,Tao Guanhong2,Liu Xuwei2,Zhai Juan1,Ma Shiqing1,Xu Lei3,Zhang Xiangyu2

Affiliation:

1. Rutgers University, USA

2. Purdue University, USA

3. Nanjing University, China

Publisher

ACM

Reference80 articles.

1. 2020. DNNTesting/CovTesting. https://github.com/RU-System-Software-andSecurity/CovTesting. (Accessed on 09/10/ 2020 ). 2020. DNNTesting/CovTesting. https://github.com/RU-System-Software-andSecurity/CovTesting. (Accessed on 09/10/ 2020 ).

2. 2020. SE4DL Benchmark. https://github.com/ RU-System-Software-and-Security / Benchmark. 2020. SE4DL Benchmark. https://github.com/ RU-System-Software-and-Security / Benchmark.

3. Black box fairness testing of machine learning models

4. Symbolic search-based testing

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