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xpertsystems
/
cyb007-baseline-classifier

Tabular Classification
PyTorch
cybersecurity
insider-threat
ueba
data-exfiltration
dlp
privileged-access
synthetic-data
xgboost
baseline
Eval Results (legacy)
Model card Files Files and versions
xet
Community
cyb007-baseline-classifier
4.55 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
pradeep-xpert's picture
pradeep-xpert
Initial release: XGBoost + MLP for insider threat type classification
ed9d6a1 verified 1 day ago
  • .gitattributes
    1.52 kB
    initial commit 1 day ago
  • README.md
    19.4 kB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • ablation_results.json
    6.23 kB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • feature_engineering.py
    11.3 kB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • feature_meta.json
    2.11 kB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • feature_scaler.json
    1.15 kB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • inference_example.ipynb
    10.3 kB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • model_mlp.safetensors
    52.9 kB
    xet
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • model_xgb.json
    4.44 MB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • multi_seed_results.json
    2.51 kB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago
  • validation_results.json
    3.98 kB
    Initial release: XGBoost + MLP for insider threat type classification 1 day ago