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Notes on offensive security, AI research, intelligence engineering, and the tools we build. Sporadically updated.

Mar 15, 2025·8 min·Featured

Adversarial Attacks on Vision Language Models

Exploring typographic and visual prompt injection techniques that bypass VLM safety guardrails through carefully crafted image perturbations.

AI SecurityResearch
Feb 28, 2025·6 min

Subdomain Takeover at Scale: Automating Discovery

How we built SecRecon's subdomain enumeration engine to identify dangling DNS records across Fortune 500 attack surfaces.

Offensive SecurityTooling
Feb 10, 2025·10 min

Building RAG Pipelines for Threat Intelligence

Using retrieval-augmented generation to correlate CVE databases, dark web feeds, and internal telemetry into actionable intel.

AIThreat Intel
Jan 20, 2025·12 min·Featured

Cognitive Purple Teaming: Autonomous Attack Simulation

VANGUARD's approach to generating attack chains, deploying KQL detection rules, and measuring SOC response in real-time.

Purple TeamAutomation
Jan 5, 2025·9 min

Extracting Behavioral Signals from Open Source Intelligence

A framework for processing SOCMINT data streams to identify behavioral patterns, influence operations, and potential insider threats.

OSINTIntelligence
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