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Hacker News·4 min read·hard

Show HN: Noisegate – a differential-privacy gateway for untrusted AI agents

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Show HN: Noisegate – a differential-privacy gateway for untrusted AI agents
AI Summary

Noisegate is a new tool designed to provide differential privacy for AI agents interacting with sensitive data. It uses a validation layer to ensure that AI queries cannot leak individual records, even if the agent is compromised or adversarial.

Give an AI agent query access to sensitive data, with a mathematical guarantee that no individual's record can leak — even if the agent is wrong, manipulated, or adversarial.

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