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exploit-prediction

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i-mAshura / ExploitOracle

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Built an AI-powered vulnerability intelligence platform using NVD, CISA KEV, EPSS, BGE embeddings, XGBoost, FAISS, SHAP, and Streamlit to predict exploit likelihood for 357K+ CVEs, achieving ROC-AUC 0.99 and PR-AUC 0.87.

python machine-learning cybersecurity xgboost cve cve-scanning threat-intelligence faiss security-analytics shap exploit-prediction cybersecurity-education vulnerability-intelligence llms bge-large-en
  • Updated Jun 11, 2026
  • Jupyter Notebook

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