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risk-fusion-mlp-standard
sohomn/risk-fusion-mlp-standard
risk-fusion-mlp-standard is a tabular regression model from sohomn. Use it for the tabular regression task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Access
Public
Updated Feb 23, 2026
Repo size
1.6 MB
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.pt1.6 MB · 99%
At a glance
- Task
- Tabular Regression
- License
- mit
- Access
- Public
- Created
- Feb 23, 2026
- Updated
- Feb 23, 2026
- SHA
- acca7086
Model card
From the Hugging Face model README
Risk Fusion MLP — Standard
Component 10a | Final Year Project
Fuses GNN + CVE + identity scores into risk score (0-10) with feature attention gate showing which input drove the decision. Hard category cutoffs. Trained on 2000 real NVD CVEs.
Quick Start
from risk_fusion import RiskFusionPipeline
pipe = RiskFusionPipeline.from_hub("sohomn/risk-fusion-mlp-standard")
result = pipe.predict(structural=0.78, temporal=0.82, cvss=9.8,
exploitability=3.9, impact=5.9, identity_anomaly=0.65)
# Returns Feature Weights showing which input mattered most
Performance
| Metric | Value |
|---|---|
| Test MAE | 0.0836 |
| Test RMSE | 0.1057 |
| Test R2 | 0.9924 |
License
MIT - Research use only.
- Task
- Tabular Regression
- License
- mit
- Created
- Feb 23, 2026
- Updated
- Feb 23, 2026