Che237/cyberforge-models

CyberForge AI Models

Production-ready machine learning models for cybersecurity threat detection.

Models Included

Model	Task	Accuracy	F1 Score	Inference Time
phishing_detection	random_forest	0.9890	0.9890	0.01ms
malware_detection	gradient_boosting	0.9985	0.9985	0.00ms
anomaly_detection	random_forest	0.9990	0.9990	0.01ms
web_attack_detection	random_forest	1.0000	1.0000	0.03ms

Usage

Python

from inference import CyberForgeInference

inference = CyberForgeInference('./models')
result = inference.predict('phishing_detection', features)

API

import requests

response = requests.post(
    'https://huggingface.co/spaces/Che237/cyberforge/predict',
    json={'model_name': 'phishing_detection', 'features': features}
)

Model Details

• Framework: scikit-learn
• Python Version: 3.11+
• License: MIT

Citation

If you use these models, please cite:

@software{cyberforge2024,
  title = {CyberForge AI Security Models},
  year = {2024},
  url = {https://huggingface.co/Che237/cyberforge-models}
}