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ai security
Google’s open-source HEIR lets AI work with data it can’t see
Google released HEIR, an open-source compiler toolchain that converts pre-trained AI models to process encrypted data without decryption. The platform enables developers, hardware designers, and cryptography researchers to build privacy-focused systems using homomorphic encryption techniques.
Why it matters: Organizations handling sensitive data or deploying AI on confidential information now have a practical compiler framework to implement privacy-preserving machine learning, reducing risks of data exposure during model inference.
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- First seen by Cybersecurity Tracker