Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models-Reference-Cited by-同舟云学术

Large Language Models Are Zero-Shot Fuzzers: Fuzzing Deep-Learning Libraries via Large Language Models

Published:2023-07-12 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis
language:
Short-container-title:

Author:

Deng Yinlin¹,Xia Chunqiu Steven¹,Peng Haoran²,Yang Chenyuan¹,Zhang Lingming¹

Affiliation:

1. University of Illinois at Urbana-Champaign, USA

2. University of Science and Technology of China, China

Funder

National Science Foundation

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3597926.3598067

Reference86 articles.

1. 2022. Beta distribution. https://en.wikipedia.org/wiki/Beta_distribution 2022. Beta distribution. https://en.wikipedia.org/wiki/Beta_distribution

2. 2022. Codex Documentation - Best Practices. https://beta.openai.com/docs/guides/code/best-practices 2022. Codex Documentation - Best Practices. https://beta.openai.com/docs/guides/code/best-practices

3. 2022. Coverage.py. https://github.com/nedbat/coveragepy 2022. Coverage.py. https://github.com/nedbat/coveragepy

4. 2022. Gamma function. https://en.wikipedia.org/wiki/Gamma_function 2022. Gamma function. https://en.wikipedia.org/wiki/Gamma_function

5. Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. arxiv:2103.06333. Wasi Uddin Ahmad Saikat Chakraborty Baishakhi Ray and Kai-Wei Chang. 2021. Unified Pre-training for Program Understanding and Generation. arxiv:2103.06333.

Cited by 4 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. Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries;Proceedings of the 46th IEEE/ACM International Conference on Software Engineering;2024-02-06

2. Copiloting the Copilots: Fusing Large Language Models with Completion Engines for Automated Program Repair;Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering;2023-11-30

3. A systematic review of fuzzing;Soft Computing;2023-10-31

4. Survey on Fuzzing Techniques in Deep Learning Libraries;2023 8th International Conference on Data Science in Cyberspace (DSC);2023-08-18