Machine learning

ReSBM: Region-based Scale and Minimal-Level Bootstrapping Management for FHE via Min-Cut
The RNS-CKKS scheme in Fully Homomorphic Encryption (FHE) supports crucial features for privacy-preserving machine learning, such as …
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Sparker: Efficient Reduction for More Scalable Machine Learning with Spark
Machine learning applications on Spark suffers from poor scalability. In this paper, we reveal that the key reasons is the non-scalable …
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