3 papers
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.SE2025
Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study
Gábor Antal, Bence Bogenfürst, Rudolf Ferenc +1
Recent advancements in large language models (LLMs) have shown promise for automated vulnerability detection and repair in software systems. This paper investigates the performance…
cs.SE2025
Leveraging GPT-4 for Vulnerability-Witnessing Unit Test Generation
Gábor Antal, Dénes Bán, Martin Isztin +2
In the life-cycle of software development, testing plays a crucial role in quality assurance. Proper testing not only increases code coverage and prevents regressions but it can al…