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Remote Prompt Injection in GitLab Duo Leads to Source Code Theft

Get details on the vulnerabilities the Legit research team unearthed in GitLab Duo. TL;DR: A hidden comment was enough to make GitLab Duo leak private source code and inject untrusted HTML into its responses. GitLab patched the issue, and we’ll walk you through the full attack chain — which demonstrates five vulnerabilities from the 2025 OWASP Top 10 for LLMs. Background GitLab Duo, the AI assistant integrated into GitLab and powered by Anthropic’s Claude, is designed to help developers with tas...

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