Stage 03 // Authorized
White-box reachability assessment
When outside-in is not enough, MoyoMap instruments internal AI surfaces you authorize — retrieval corpora, deployed assistants, and tool-using workflows — to explain why sensitive inferences become reachable and to verify that mitigations close those paths.
RAG security
Cross-document inference
Individually authorized documents can combine into answers no single clearance would support. We map those combinations and access-boundary failures.
LLM leakage
Adversarial disclosure testing
Structured testing of system-prompt extraction, training-data recovery attempts, and injection-driven disclosure against your deployed models — in scope, with evidence.
Authorization
Written engagement required
No white-box work proceeds without signed authorization from your organization. Scope, systems, data classes, and success criteria are agreed in advance with SenTeGuard LLC.
Deliverables
Paths, proofs, re-test
Reachability map, source attribution inside the pipeline, mitigation recommendations, and optional validation re-test after fixes.
Research
Background reading
White-box work extends the same reachability model used outside-in, applied under authorization to corpora and assistants you control. Conceptual essays (on the company blog, not this product domain):