# CyberRanger

Identity-Anchored Small Language Models: A Stateful Defense Architecture against Adversarial Jailbreaking on Edge Infrastructure.

**Student:** David Keane (x24228257)
**Programme:** MSc in Cybersecurity, National College of Ireland
**Module:** AI/ML in Cybersecurity (H9AIMLC)
**Date:** 2026

## Published Resources

| Platform | Link | Description |
|----------|------|-------------|
| Ollama | [davidkeane1974/cyberranger-v42](https://ollama.com/davidkeane1974/cyberranger-v42) | CyberRanger V42 model (ready to run) |
| HuggingFace | [DavidTKeane/cyberranger-v42](https://huggingface.co/DavidTKeane/cyberranger-v42) | CyberRanger V42 model + training config |
| HuggingFace | [DavidTKeane/moltbook-ai-injection-dataset](https://huggingface.co/datasets/DavidTKeane/moltbook-ai-injection-dataset) | 4,209 real-world AI-to-AI injection payloads |

## Licence

CC BY-NC-SA 4.0 (Attribution-NonCommercial-ShareAlike)

See [LICENSE](LICENSE) for full details.

(c) 2026 David Keane (x24228257), National College of Ireland