SDIM: A Subtly Designed Invertible Matrix for Enhanced Privacy-Preserving Outsourcing Matrix Multiplication and Related Tasks

Matrix multiplication computation (MMC) is a fundamental operation with various applications, including linear regression, k-nearest neighbor classification and biometric identification. However, performing these tasks with large-scale datasets surpasses the computation capabilities of resource-cons...

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Veröffentlicht in:IEEE transactions on dependable and secure computing 2024-07, Vol.21 (4), p.3469-3486
Hauptverfasser: Liu, Chun, Hu, Xuexian, Chen, Xiaofeng, Wei, Jianghong, Liu, Wenfen
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Sprache:eng
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