How joasasantos/offensive-security-ai-models works
This repository is a curated reference list, not an executable application. Its documented user workflow is to browse security-oriented model entries, compare their specifications and capabilities, then follow a model’s Hugging Face download link. The README also covers defensive, agentic, and specialized models alongside offensive-security models. No source files beyond the README are present, so the graph represents only documented content and navigation; it does not infer runtime behavior or model-host integrations.
Main entry points: README.md Security fine-tuned models
Components 20
Model catalog
- Curated model list
README.md - Security fine-tuned models
README.md - DeepHat V2
README.md - BugTraceAI Apex
README.md - BugTraceAI Ultra
README.md - CYBER-FROST-3.8
README.md - CyberPal 2.0
README.md - Cyber-Prime 1.1
README.md - Cyber-Ornith-1.5
README.md - Dolphin3-Cyber-8B
README.md - Imperum CybersecurityLLM
README.md - Lily Cybersecurity
README.md - pentest-v2
README.md - Qwythos-9B
README.md
Model capabilities
- Offensive security
README.md - Defensive security
README.md - Agentic tool use
README.md - Specialized tasks
README.md
Model distribution
- Hugging Face
Other components
- Security researcher
Connections 41
- Security researcher → Curated model list: browses
- Curated model list → Security fine-tuned models: lists
- Security fine-tuned models → DeepHat V2: includes
- Security fine-tuned models → BugTraceAI Apex: includes
- Security fine-tuned models → BugTraceAI Ultra: includes
- Security fine-tuned models → CYBER-FROST-3.8: includes
- Security fine-tuned models → CyberPal 2.0: includes
- Security fine-tuned models → Cyber-Prime 1.1: includes
- Security fine-tuned models → Cyber-Ornith-1.5: includes
- Security fine-tuned models → Dolphin3-Cyber-8B: includes
- Security fine-tuned models → Imperum CybersecurityLLM: includes
- Security fine-tuned models → Lily Cybersecurity: includes
- Security fine-tuned models → pentest-v2: includes
- Security fine-tuned models → Qwythos-9B: includes
- DeepHat V2 → Offensive security: supports
- BugTraceAI Apex → Offensive security: supports
- BugTraceAI Ultra → Offensive security: supports
- CYBER-FROST-3.8 → Offensive security: covers
- CYBER-FROST-3.8 → Defensive security: covers
- CyberPal 2.0 → Defensive security: supports
- Cyber-Prime 1.1 → Specialized tasks: supports
- Cyber-Ornith-1.5 → Agentic tool use: supports
- Dolphin3-Cyber-8B → Offensive security: covers
- Dolphin3-Cyber-8B → Defensive security: covers
- Imperum CybersecurityLLM → Defensive security: supports
- Imperum CybersecurityLLM → Offensive security: covers
- pentest-v2 → Offensive security: supports
- BugTraceAI Ultra → Specialized tasks: generates tooling
- Security researcher → Hugging Face: downloads model
- DeepHat V2 → Hugging Face: download link
- BugTraceAI Apex → Hugging Face: download link
- BugTraceAI Ultra → Hugging Face: download link
- CYBER-FROST-3.8 → Hugging Face: download link
- CyberPal 2.0 → Hugging Face: download link
- Cyber-Prime 1.1 → Hugging Face: download link
- Cyber-Ornith-1.5 → Hugging Face: download link
- Dolphin3-Cyber-8B → Hugging Face: download link
- Imperum CybersecurityLLM → Hugging Face: download link
- Lily Cybersecurity → Hugging Face: download link
- pentest-v2 → Hugging Face: download link
- Qwythos-9B → Hugging Face: download link