Skip to Main Content

Shadow CVE finds the vulnerabilities that never became a CVE. Maintainers often fix a security bug in a quiet PR, list it as a one-line item in a release note, or leave a credible report open in an issue. Scanners like npm audit, Dependabot and OSV only know what is in the advisory databases, so everyone who depends on the package can stay exposed without knowing it. Paste a public GitHub repo. Shadow CVE reads its releases, pull requests, issues and commits, and drops anything already covered by a published advisory. It flags candidate findings in four groups: - vulnerabilities silently fixed with no advisory; - fixes still waiting in an open PR; - credible reports that were never fixed; - published CVEs whose fix was never merged. Each finding cites the code or report it is based on, with CWE, severity, attacker input, impact and a confidence score, so a human can check it quickly. In testing on popular open-source packages, it surfaced SSRF filter bypasses that we then reproduced against the latest published release, and that standard scanners do not attribute to the package. An optional sandbox mode re-tests published advisories in a Google-hosted environment by running the exploit before the fix, after the fix and on today's code, read-only behind a policy hook.

Team

ioleksiuk

More from Gemini 4 Argon SF Hackathon

TRY THE DEMO LIVE! labtwin.vercel.app note: the hosted demo replays a cached run. non-demo data requires requires a local server and API key: please see the…

polar bears project preview

Morf helps students, makers, and robotics teams turn ideas into interactive 3D assemblies through conversation. Describe an object, explore its individual…

Morf project preview

Eagle makes flying a small plane as easy as getting in a car. Every hour in the air takes about five hours of planning on the ground. Eagle does that planning…

eagle. project preview

BEAMTEAM is a self-driving optical engineering system that turns a published figure into a buildable, verified laser-optics bench in under three minutes…

Full game: https://skywake.vercel.app/ Game studio workflow: https://skywake.vercel.app/studio Built a full 3D Game using Gemini Argon and created a fully…

Aniket's Team project preview

Revive brings back video games that can no longer be played, using only the gameplay footage that survives on YouTube. Gemini 4 Argon finds a lost game's…

Revive project preview