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pentestforge-severity-engine – AI Model by alirezaaminzadeh | AlphaNeural AI
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pentestforge-severity-engine
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sklearn
joblib
cybersecurity
penetration-testing
xgboost
text-classification
enterprise
en
mit
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PentestForge Severity Engine
TF-IDF char n-gram + XGBoost multiclass classifier for penetration test finding severity prediction.
Intended Use
Prioritize findings extracted from pentest reports
Complement CVSS scores with ML-based severity classification
CPU-friendly inference for SOC/GRC workflows
Training Data
Synthetic anonymized findings
mamtakumar/seven-phishing-email-datasets
(mapped to finding records)
Limitations
Not a substitute for human pentester judgment
Trained on English technical text; Persian reports may have reduced accuracy
Demo model — retrain on your organization's finding taxonomy for production
Authors
Aria AI Red Team Engineering —
aria-ai.ir
