Featured Instrument

AI-LLM-OSINT

Bill Rondell, Nick Adams & Dade Murphy — featured instrument — 1 min read — 72 words

Phase: instrument
Language: Markdown

Public OSINT catalog of exposure patterns for AI/ML infrastructure

§ Workflow phase

01 hunt
02 analyze
03 enrich
04 report
05 instrument

Instrumentation. The lab's own infrastructure.

The reference catalog. Fingerprints, queries, exposure patterns, and detection logic for the infrastructure that runs modern AI, built so defenders can find their own assets before adversaries do.

15 categories of verified Shodan queries, the Cross-Survey 2026-05 synthesis covering ~5,000 deployments, 80+ university case studies, 64 coordinated disclosures, and the full per-survey evidence trail.

This website is a rendering of this repository. The repository is the source of truth.

§ instrument layer

Same phase

01

VisorLog

NuClide findings ledger, append-only, ECS-normalized, lifecycle-tracked

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02

VisorPlus

Unified AI/LLM hunt and assessment CLI orchestrating the full suite

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03

VisorHollow

Process-injection detection benchmark with Sysmon validation

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