Security / AI Security Research

GitLost: We Tricked GitHub's AI Agent into Leaking Private Repos

A Noma Security research post detailing a prompt-injection flaw in GitHub Agentic Workflows, with attack flow, proof-of-concept evidence, and security recommendations.

Clear27/30
Useful24/30
Specific18/20
Complete7/20
GitLost: We Tricked GitHub's AI Agent into Leaking Private Repos screenshot

Why it was accepted

The page clearly documents an AI-agent security finding rather than a generic blog post: it explains the agentic workflow, the attack path, the leaked private-repo data, and includes proof-of-concept references plus mitigation guidance. That gives enough substance for a useful directory entry focused on AI security research.

Weakness

The page is a single research article, so it does not describe a product, API, or reusable tool. It also leaves some practical details open, such as the exact affected GitHub configuration scope and whether the issue has been fully patched in all environments.

Review status

65 days ago #1867 ↓ -1

Last evaluated 65 days ago. Current rank #1867. Down 1 spot in the rankings.

Score history

76

Related listings

Snyk Agent Scan screenshot

Security / Agent Security

Open-source security scanner for AI agents, MCP servers, and agent skills. It auto-discovers installed agent components and checks them for prompt injection, tool poisoning, secrets, malware payloads, and related risks.

Cynative screenshot
#14 Cynative
91

Security / Cloud Security

Open-source security agent framework for cloud, code, and runtime. It ships 45 built-in agents for AWS, GCP, Azure, Kubernetes, GitHub, and GitLab, and lets users create custom agents in a single markdown file.

Xalgorix screenshot
#62 Xalgorix
90

Security / Penetration Testing

Self-hosted AI security testing platform for authorized pentesting and bug bounty workflows, with a local web UI, live agent telemetry, verified findings, and branded PDF reports.

Bright Security Agent screenshot

Security / Application Security

GitHub Marketplace app from NeuraLegion that scans apps and APIs for vulnerabilities, proposes fixes, and validates remediations inside GitHub workflows.