# Pairing security advisories with vulnerable functions using LLMs

DevFeed: [Pairing security advisories with vulnerable functions using LLMs](<https://devfeed.tech/articles/pairing-security-advisories-with-vulnerable-functions-using-llms-13201.md>)

Original publisher: [Read original article](<https://www.chainguard.dev/unchained/pairing-security-advisories-with-vulnerable-functions-using-llms>)

Published: 2024-08-07T00:00:00Z

Content type: article

Language: en

Sources: [Chainguard: Unchained](<https://devfeed.tech/sources/chainguard-unchained.md>)

Topics: [Large Language Model](<https://devfeed.tech/topics/llm.md>), [vulnerability management](<https://devfeed.tech/topics/vulnerability-management.md>), [Security](<https://devfeed.tech/topics/security.md>), [Cybersecurity](<https://devfeed.tech/topics/cybersecurity.md>), [Go](<https://devfeed.tech/topics/go.md>), [Google](<https://devfeed.tech/topics/google.md>)

Tags: [chainguard](<https://devfeed.tech/tags/chainguard.md>), [chainguard-labs](<https://devfeed.tech/tags/chainguard-labs.md>), [cve](<https://devfeed.tech/tags/cve.md>), [go](<https://devfeed.tech/tags/go.md>), [google](<https://devfeed.tech/tags/google.md>), [llms](<https://devfeed.tech/tags/llms.md>), [nvd](<https://devfeed.tech/tags/nvd.md>), [security](<https://devfeed.tech/tags/security.md>), [vulnerability](<https://devfeed.tech/tags/vulnerability.md>), [vulnerability-management](<https://devfeed.tech/tags/vulnerability-management.md>)

## AI overview

Chainguard Labs describes using large language models to pair security advisories with vulnerable functions and improve vulnerability data. The reported approach increased precision by 173% while reducing recall by 18% compared with naive methods.

## Source excerpt

Learn how Chainguard Labs is enhancing vulnerability data with large language models (LLMs) to improve the accuracy and efficiency of CVE identification.