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cs.CR2026
JavaVulBench: A Java Vulnerability Benchmark with Realistic Splits, a Unified Multi-Backend Harness, and a Leakage-Aware Evaluation Mode
Norbert Sandor Szolnoki, Gabor Antal
We release \textsc{JavaVulBench}, a benchmark dataset and evaluation harness for Java vulnerability detection. The dataset contains 30{,}600 Java methods spanning 1{,}740 CVE…
cs.CR2024
A Data-Mining Based Study of Security Vulnerability Types and Their Mitigation in Different Languages
Gábor Antal, Balázs Mosolygó, Norbert Vándor +1
The number of people accessing online services is increasing day by day, and with new users, comes a greater need for effective and responsive cyber-security. Our goal in this stud…
cs.CR2024
Challenging Machine Learning Algorithms in Predicting Vulnerable JavaScript Functions
Rudolf Ferenc, Péter Hegedűs, Péter Gyimesi +3
The rapid rise of cyber-crime activities and the growing number of devices threatened by them place software security issues in the spotlight. As around 90% of all attacks exploit…