Fast Secure Scalar Product Protocol with (almost) Optimal Efficiency

Youwen Zhu; Zhikuan Wang; Bilal Hassan; Yue Zhang; Jian Wang; Cheng Qian

Collaborative Computing: Networking, Applications, and Worksharing. 11th International Conference, CollaborateCom 2015, Wuhan, November 10-11, 2015, China. Proceedings

Research Article

Fast Secure Scalar Product Protocol with (almost) Optimal Efficiency

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@INPROCEEDINGS{10.1007/978-3-319-28910-6_21,
    author={Youwen Zhu and Zhikuan Wang and Bilal Hassan and Yue Zhang and Jian Wang and Cheng Qian},
    title={Fast Secure Scalar Product Protocol with (almost) Optimal Efficiency},
    proceedings={Collaborative Computing: Networking, Applications, and Worksharing. 11th International Conference, CollaborateCom 2015, Wuhan, November 10-11, 2015, China. Proceedings},
    proceedings_a={COLLABORATECOM},
    year={2016},
    month={2},
    keywords={Privacy preserving Collaborative computation Security Scalar product protocol},
    doi={10.1007/978-3-319-28910-6_21}
}

Youwen Zhu
Zhikuan Wang
Bilal Hassan
Yue Zhang
Jian Wang
Cheng Qian
Year: 2016
Fast Secure Scalar Product Protocol with (almost) Optimal Efficiency
COLLABORATECOM
Springer
DOI: 10.1007/978-3-319-28910-6_21

Youwen Zhu¹^,*, Zhikuan Wang¹, Bilal Hassan¹, Yue Zhang¹, Jian Wang¹, Cheng Qian¹

1: Nanjing University of Aeronautics and Astronautics

*Contact email: zhuyw@nuaa.edu.cn

Abstract

Secure scalar product protocol has wide applications for privacy-preservation in collaborative computation. In this paper, we propose a new secure scalar product protocol, which does not employ any public-key encryption and third party. Compared to scalar product computation without privacy-preservation, our proposed scheme introduces no extra communication overheads and little extra computation cost. That is, the new scheme can achieve almost optimal running efficiency, and thus is much applicable to privacy-preservation for large-scale data in collaborative computation. Theoretical analysis and evaluation indicate the security and efficiency of our scheme.

Keywords: Privacy preserving Collaborative computation Security Scalar product protocol

Published: 2016-02-09
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-319-28910-6_21