Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection

Author:

Steenhoek Benjamin1ORCID,Gao Hongyang1ORCID,Le Wei1ORCID

Affiliation:

1. Iowa State University, Ames, Iowa, USA

Funder

National Science Foundation

Publisher

ACM

Reference56 articles.

1. 2021. Browse vulnerabilities by date. https://web.archive.org/web/20211014235218/https://www.cvedetails.com/browse-by-date.php. Accessed November 5 2021.

2. 2021. IBM Cost of a Data Breach Report 2021. Accessed October 29 2021.

3. Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, and Kai-Wei Chang. 2021. Unified pre-training for program understanding and generation. arXiv preprint arXiv:2103.06333 (2021).

4. Alfred V. Aho, Monica S. Lam, Ravi Sethi, and Jeffrey D. Ullman. 2006. Compilers: Principles, Techniques, and Tools (2nd Edition). Addison-Wesley Longman Publishing Co., Inc., USA.

5. The adverse effects of code duplication in machine learning models of code

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