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cs.CR2025
Think Broad, Act Narrow: CWE Identification with Multi-Agent Large Language Models
Mohammed Sayagh, Mohammad Ghafari
Machine learning and Large language models (LLMs) for vulnerability detection has received significant attention in recent years. Unfortunately, state-of-the-art techniques show th…
cs.CR2025
Security Bug Report Prediction Within and Across Projects: A Comparative Study of BERT and Random Forest
Farnaz Soltaniani, Mohammad Ghafari, Mohammed Sayagh
Early detection of security bug reports (SBRs) is crucial for preventing vulnerabilities and ensuring system reliability. While machine learning models have been developed for SBR…