LLM-Powered Vulnerability Management Operations: Use Cases and Success Stories

Vulnerability management is critical for any organization’s security posture, but the volume of vulnerabilities, combined with the complexity of modern software systems, makes it challenging for vulnerability management teams to prioritize and remediate effectively by manual efforts.

In this talk, we will explore the practical applications of LLMs in vulnerability management operations. We will discuss how LLMs can be used for automations in the SecOps daily operations, including: identify the ownership of a vulnerability task, identify the impacted products by a vulnerability task, triage the third-party library vulnerability, detect the third-party library metadata for vulnerability detection and triage static and dynamic analysis issues.

Through real-world use cases and success stories, we will also provide guidance on how to use LLM and integrate LLM into existing vulnerability management workflows and highlight the benefits of using AI-powered tools to improve the efficiency of security operations.