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- W4376626900 abstract "Motivated by the importance of floating-point computations, we study the problem of securely and accurately summing many floating-point numbers. Prior work has focused on security absent accuracy or accuracy absent security, whereas our approach achieves both of them. Specifically, we show how to implement floating-point superaccumulators using secure multi-party computation techniques, so that a number of participants holding secret shares of floating-point numbers can accurately compute their sum while keeping the individual values private." @default.
- W4376626900 created "2023-05-17" @default.
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- W4376626900 date "2023-07-01" @default.
- W4376626900 modified "2023-09-30" @default.
- W4376626900 title "Secure and Accurate Summation of Many Floating-Point Numbers" @default.
- W4376626900 doi "https://doi.org/10.56553/popets-2023-0090" @default.
- W4376626900 hasPublicationYear "2023" @default.
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