ByteBrief
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Noisegate is a differential-privacy gateway that gives AI agents query access to sensitive data with a mathematical guarantee against record leakage. The system enforces privacy downstream through a trust boundary, not through the LLM. It ships working attacks that defeat naive systems.
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