private information retrieval
PulseAugur coverage of private information retrieval — every cluster mentioning private information retrieval across labs, papers, and developer communities, ranked by signal.
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Google unveils HEIR compiler for practical private AI with homomorphic encryption
Google has introduced HEIR, an open-source compiler designed to make homomorphic encryption practical for AI inference. This technology allows computations to be performed on encrypted data, enhancing privacy for sensit…
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New protocol enhances ML model audit integrity against manipulation
Researchers have developed a new protocol for conducting audits of machine learning models that aims to prevent providers from manipulating the evaluation process. This protocol utilizes a Private Information Retrieval …
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New RAG Framework Uses Homomorphic Encryption for Enhanced Privacy
Researchers have developed "GoldenRetriever," a novel framework for privacy-preserving retrieval-augmented generation (RAG) that utilizes non-interactive homomorphic encryption. This approach addresses the privacy conce…
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New research explores Private Information Retrieval for DNA data storage
Researchers have explored the application of Private Information Retrieval (PIR) protocols to large-scale DNA-based data storage systems. The study proposes two methods for adapting existing two-server PIR protocols to …