GPT-4 detected command injection in popular Python projects with 75.5% accuracy and F1 74.5%, missing 15 real cases and beating Bandit on precision.
Common Vulnerabilities and Exposures (CVE)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Leveraging Large Language Models for Command Injection Vulnerability Analysis in Python: An Empirical Study on Popular Open-Source Projects
GPT-4 detected command injection in popular Python projects with 75.5% accuracy and F1 74.5%, missing 15 real cases and beating Bandit on precision.