4 papers
ReVul-CoT: Towards Effective Software Vulnerability Assessment with Retrieval-Augmented Generation and Chain-of-Thought Prompting
Zhijie Chen, Xiang Chen, Ziming Li +2
Context: Software Vulnerability Assessment (SVA) plays a vital role in evaluating and ranking vulnerabilities in software systems to ensure their security and reliability. Objectiv…
Resource-Efficient Automatic Software Vulnerability Assessment via Knowledge Distillation and Particle Swarm Optimization
Chaoyang Gao, Xiang Chen, Jiyu Wang +2
The increasing complexity of software systems has led to a surge in cybersecurity vulnerabilities, necessitating efficient and scalable solutions for vulnerability assessment. Howe…
SVA-ICL: Improving LLM-based Software Vulnerability Assessment via In-Context Learning and Information Fusion
Chaoyang Gao, Xiang Chen, Guangbei Zhang
Context: Software vulnerability assessment (SVA) is critical for identifying, evaluating, and prioritizing security weaknesses in software applications. Objective: Despite the incr…
An Empirical Study of OpenAI API Discussions on Stack Overflow
Xiang Chen, Jibin Wang, Chaoyang Gao +2
The rapid advancement of large language models (LLMs), represented by OpenAI's GPT series, has significantly impacted various domains such as natural language processing, software…