Hackerspot
Hackerspot Podcast
ChatGPT’s Capabilities on Vulnerability Management
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ChatGPT’s Capabilities on Vulnerability Management

In this podcast, we will review a research paper. This research paper investigates the potential of using ChatGPT, a powerful language model, to assist with various tasks in software vulnerability management. The authors evaluate ChatGPT's performance on six key functions within the vulnerability management process, including bug report summarization, security bug report identification, vulnerability severity evaluation, vulnerability repair, patch correctness assessment, and stable patch classification. They compare ChatGPT's performance to existing state-of-the-art approaches and explore the impact of different prompting techniques. Their findings highlight the promising potential for leveraging ChatGPT to assist vulnerability management but also identify challenges and promising future research directions.

Source: https://www.usenix.org/system/files/usenixsecurity24-liu-peiyu.pdf