HIPAA-native PHI redaction proxy for AI/LLM interactions. Detects and masks all 18 Safe Harbor identifiers with clinically coherent synthetic replacements.
A verification and grounding layer for AI-driven genome writing. Foundation models and a grounded co-scientist agent propose edits; PEN-STACK checks each against validated tools, never a language model: where a write is safe and durable, which enzyme makes it, and where it goes off-target. Calibrated, provenance-tracked, pre-registered.
Compliance-first, scope-enforced security research & audit automation framework with Nuclei diagnostics, CVSS v3.1, and Safe Harbor verification.
disclose.io browser extension — surfaces VDP / safe harbor / disclosure maturity for the current site, polled live from directory.disclose.io.
Authorized social-engineering awareness and simulation framework. Features an isolated safe-harbor loopback laboratory, synthetic audience generation, mandatory pre-flight authorization validation, zero-credential retention guards, and automated threat funnel report generation (HTML/Markdown/JSON/CSV).
Healthcare de-identification for Node.js and TypeScript. Applies a HIPAA Safe Harbor policy to six formats, fails closed, and emits a value-free manifest.
The Archeology of Safe Harbor — a sourced history of the disclose.io terms · https://history.disclose.io
Real-Time Earned Wage Access (EWA) Gross-to-Net Payroll Streamer & Liquidity Buffer Guard (CFPB TILA Reg Z Safe Harbor)
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