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alirezaaminzadeh/vulnpriority-risk-ranker · Pirate Face

alirezaaminzadeh/vulnpriority-risk-ranker

Source: 🤗mit7.8 kBother✓ 1 checksumupdated 102d ago

VulnPriority Risk Ranker

LightGBM LambdaRank model for CVE prioritization refinement within policy tiers.

Intended Use

Refine vulnerability ordering within the same policy tier
Complement (not replace) transparent policy-based ranking

Limitations

Trained on synthetic/offline CVE corpus snapshot
Not a substitute for live NVD API enrichment in production
Does NOT use CVSS×EPSS as a scoring method

Training

Temporal split: train < 2022-06, val < 2023-06, test ≥ 2023-06
Objective: LambdaRank (NDCG)
Features: cvss, epss, epss_percentile, kev_status, patch_available, asset_exposure, asset_criticality

By Aria AI Security Engineering Team.

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Weight files: 1
Model size: 7.8 kB
Downloads · last month: 5
Publisher: Unclaimed

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curl -fsSL https://pirateface.co/package.sh | bash -s -- --repo alirezaaminzadeh/vulnpriority-risk-ranker ./model-folder