Vul4Py gives 100 real Python vulnerabilities a paired exploit-and-functional oracle, and on this benchmark agentic repair systems outperform direct prompting and a specialized tool by a wide margin.
In: Proceedings of the 17th international confer- ence on mining software repositories
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Vul4Py: Benchmarking Automated Vulnerability Repair in Python with Paired Exploit and Functional Oracles
Vul4Py gives 100 real Python vulnerabilities a paired exploit-and-functional oracle, and on this benchmark agentic repair systems outperform direct prompting and a specialized tool by a wide margin.