Evaluating and improving neural program-smoothing-based fuzzing

Author:

Wu Mingyuan1,Jiang Ling2,Xiang Jiahong2,Zhang Yuqun2,Yang Guowei3,Ma Huixin4,Nie Sen4,Wu Shi4,Cui Heming5,Zhang Lingming6

Affiliation:

1. Southern University of Science and Technology, Shenzhen, China and University of Hong Kong, Hong Kong, China

2. Southern University of Science and Technology, Shenzhen, China

3. The University of Queensland, Brisbane, Australia

4. Tencent Security Keen Lab, Shanghai, China

5. The University of Hong Kong, Hong Kong, China

6. University of Illinois

Funder

Guangdong Provincial Key Laboratory of Urology

National Natural Science Foundation of China

National Science Foundation

Shenzhen Peacock Plan

Publisher

ACM

Reference55 articles.

1. Jacob Benesty , Jingdong Chen , Yiteng Huang , and Israel Cohen . 2009. Pearson correlation coefficient . In Noise reduction in speech processing . Springer , 1--4. Jacob Benesty, Jingdong Chen, Yiteng Huang, and Israel Cohen. 2009. Pearson correlation coefficient. In Noise reduction in speech processing. Springer, 1--4.

2. Marcel Böhme , Cristian Cadar , and Abhik Roychoudhury . 2020 . Fuzzing: Challenges and Reflections . IEEE Software ( 2020). Marcel Böhme, Cristian Cadar, and Abhik Roychoudhury. 2020. Fuzzing: Challenges and Reflections. IEEE Software (2020).

3. Coverage-based Greybox Fuzzing as Markov Chain

4. Charles E Brown . 1998. Coefficient of variation . In Applied multivariate statistics in geohydrology and related sciences . Springer , 155--157. Charles E Brown. 1998. Coefficient of variation. In Applied multivariate statistics in geohydrology and related sciences. Springer, 155--157.

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