Aria AI — Cybersecurity
Collection
Evidence-linked cybersecurity review demos. Analyst workstations, not automatic enforcement. • 27 items • Updated
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VulnPriority laboratory estate
Synthetic 96-asset / dated KEV-EPSS fixture pack for the VulnPriority patch-backlog demo.
Organization dataset and collection item are public. Live Gradio (alirezaaminzadeh/vuln-priority) and the organization card (AriaAICompany/vuln-priority) are queued until the Hugging Face daily Space-creation cap resets. Runnable Space source is stored in demo/. Collection: Aria AI — Cybersecurity.
Generated data, seed 6, decision date 2026-03-01. Hostnames are *.aria.invalid placeholders. A few well-known CVE identifiers appear only as public CISA KEV citations inside a laboratory snapshot; they are not a redistributed live feed. VLN-2026-* rows are synthetic. EPSS values are lab numbers in the official column shape.
Files
- data/assets.csv
- data/findings.csv
- data/gold.csv
- data/kev_snapshot.json
- data/epss_snapshot.csv
- data/cve_catalog.json
- data/schema.json
- data/splits.json
- data/evaluation.json
- data/sample_preview.json
- demo/ — runnable Gradio Space source
- showcase/ — organization static card
Split
Development vs test is by asset_id (A01–A64 / A65–A96). Findings from the same host are never split at random.
Gold policy
must_this_week is an authored lab policy: production internet-facing high/critical assets with KEV-as-of or EPSS ≥ 0.60, or production crown-jewel DC/DB with KEV-as-of. Unknown exposure and unmatched CVEs stay unknown. The ranking score uses different weights on purpose.
License
CC-BY-4.0. Keep the synthetic-data and snapshot-citation labels.
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