Research¶

TI Mindmap HUB is an independent research project exploring the intersection of Generative AI and Cyber Threat Intelligence. This section documents academic partnerships, research outcomes, and collaboration opportunities.

Research Objectives¶

Evaluate LLM accuracy in automated IOC extraction
Explore STIX 2.1 bundle generation from unstructured text
Map TTPs to the MITRE ATT&CK framework programmatically
Understand limitations and failure modes of AI in security contexts
Study human-AI collaboration in threat analysis workflows

Active Research Areas¶

Area	Topics
STIX 2.1 generation	Multi-language support, extraction accuracy, validation
Knowledge graphs	Entity resolution, temporal analysis, graph-based hunting
LLM evaluation	Benchmarking, hallucination detection, adversarial testing
MCP applications	Novel tools for security, multi-agent systems

Collaborations¶

See Academic Collaborations for current partnerships, supervised research, and how to apply.

Publications¶

Research outputs will be listed here as they are published.

Planned¶

Evaluation of LLM accuracy in STIX generation (in preparation)
TI Mindmap HUB: Platform architecture and lessons learned (planned)

How to Cite¶

@misc{timindmaphub2025,
  title   = {TI Mindmap HUB: An Experimental Platform for GenAI-Powered Cyber Threat Intelligence},
  author  = {TI Mindmap HUB},
  year    = {2025},
  url     = {https://ti-mindmap-hub.com},
  note    = {Independent Research Project}
}