Data Collection

Aggregate attack datasets and network traffic from honeypots.

Model Development

Fine-tune GPT-4 on cybersecurity frameworks and scenarios.

Validation Process

Benchmark against commercial tools using F1-score metrics.

API Integration

Natural language queries for cybersecurity mitigation explanations.