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Security Insight

Fighting the Slopdemic: Are AI‑generated junk reports slowing you down?

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VulnRap

Vuln Report Rap Sheet

Assess the likelihood that an incoming vulnerability report describes a real, reproducible issue. Cross-check claims against live sources, detect duplicate submissions, and surface what deserves analyst time. Built by PSIRTlings for PSIRTlings™.

How it works

Section 01 · Workflow
01

Submit

Paste, upload, or link a report.

02

Redact

PII and secrets scrubbed before storage.

03

Analyze

Verify claims, check for duplicates, score validity.

04

Results

Score, matches, and triage in seconds.

Submit Report
Upload a file, paste text, or link to a report (Max 5MB; first 250,000 characters are analyzed)

Heads up: We try to auto-redact PII, secrets, credentials, and company names before storing or comparing your report. If your report contains sensitive details, pre-sanitize those sections yourself before uploading.

Work in progress: VulnRap is actively under development and the scoring methodology is still being calibrated — treat verdicts as a triage aid, not a final answer. If you have any concerns about sending a report here, the entire app is open-source — clone it from GitHub and run it entirely locally.

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Redact, dedupe, score

Section 02 · How we score it

Tap any card to see what we redact, how duplicates are detected, and how the score is composed.

Section 07 · Live Activity

Recent Reports

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