Research

Insights and field notes on threat intelligence, AI governance, and resilient security operations.

AI Governance

AI Model Bias Evaluation for Security Operations

A practical framework for validating model behavior, reducing false positives, and improving analyst trust.

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Threat Intel

Vigilante Threat Intelligence and Detection Tuning

How security teams can operationalize threat intelligence into detection logic and response playbooks.

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