Vuln scanner powered by abliterated models finds 13k vulnerabilities in repos

ravisparikh · x · 2026-11-06

The danlovesproofs team launched Vuln Scans in Detail, an offensive scanner using the same abliterated (alignment-removed) models attackers employ:

Spins up your dev environment in a sandbox, throws massive abliterated-model token volume at hacking your code, and cross-checks CVE intel via Sazabi to surface exploitable supply chain vulnerabilities.
Runs entirely in a cloud dev environment; production systems are untouched.
13,000 vulnerabilities found so far, most already fixed. The authors warn that agent swarms are chaining minor-seeming vulns across apps into novel attacks — an all-hands-on-deck moment.

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