Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models
Software security vulnerabilities allow attackers to perform malicious activities to disrupt
software operations. Recent Transformer-based language models have significantly …
software operations. Recent Transformer-based language models have significantly …
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG
Vulnerability detection is essential for software quality assurance. In recent years, deep
learning models (especially large language models) have shown promise in vulnerability …
learning models (especially large language models) have shown promise in vulnerability …