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    Title: 應用加法分持設計安全多方應用程式
    Developing Secure Multiparty Applications Using Additive Secret Sharing
    Authors: 林子文
    Contributors: 陳恭
    林子文
    Keywords: 安全多方計算
    密碼學
    Date: 2012
    Issue Date: 2013-09-02 16:49:01 (UTC+8)
    Abstract: 資訊安全中,針對安全多方計算的問題已經發展了許多解法。其中一派以計
    算上安全(Computationally Secure)出發,嘗試對安全計算提出通用性(general)的解
    法 , 但 是 這 類 作 法 需 要 的 效 能 甚 鉅 。 另 外 一 派 是 以 資 訊 上 安 全 (Information
    -theoretically Secure)為前提,透過可信任的第三者公正伺服器來提供亂數資料輔
    助實際運作的兩方計算,這個方法雖然需要的效能比前者低,但是擴充成多方計
    算會造成設計的複雜度變高,一般實際的安全多方運用不見得需要這麼完整的解
    法。
    為了進一步推廣安全多方計算的運用,需要一個設計上較簡單,執行效率較
    高,在處理常用的安全多方計算時能套用或擴充的模型 (model),我們利用加法分
    持的概念設計了一個安全多方應用程式的模型,適合解決保障隱私的選舉投票的
    類似問題,並以安全會議排程為例,闡述如何考量安全多方計算的需求來應用這
    個模型。
    Secure multiparty computation (SMC) allows several untrusting parties to conduct
    certain computations over their private data jointly without compromising their privacy.
    Since Yao`s pioneer work on secure two-party computation, there have been many
    proposals of protocols for specific problems as well as of general approaches for secure
    protocol development.
    However, those proposals, though general, are all very complex and take a lot of
    computation resources, thus making people consider them impractical for real-world
    applications. This thesis focuses on a simple approach to secure multiparty computation,
    namely additive secret sharing, and presents a framework for developing some
    real-world applications using it. We argue that, although this approach can solve only a
    limited scope of SMC problems, it is easy to apply and is computationally efficient.
    Besides showing some typical examples supported by our framework, we have
    developed a secure meeting time scheduler to demonstrate the feasibility of this
    approach.
    Reference: [1] A. C. Yao. Protocols for secure computation. SFCS 1982: Proceedings of the 23rd Annual IEEE
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    [11] P. Paillier. Public-key cryptosystems based on composite degree residuosity classes. In Advances
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    [14] Beaver D. Commodity-based cryptography (extended abstract). STOC 1997: Proceedings of the
    29th Annual ACM Symposium on Theory of Computing; 1997 May 4-6; El Paso, Texas, USA. New
    York, NY, USA: ACM Press; 1997. p. 446-55.
    [15] Du W, Zhan Z. A practical approach to solve Secure Multi-party Computation problems. NSPW
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    "Information-Theoretically Secure Number-Product Protocol," 2007 International Conference on
    Machine Learning and Cybernetics, volume 5, pages 3006-3011, August 2007.
    [18] Wang IC, Chih-Hao Shen, Tsan-sheng Hsu, Churn-Jung Liau, Da-Wei Wang, and
    Justin Zhan, "Towards Empirical Aspects of Secure Scalar Product," IEEE Transactions on Systems,
    Man, and Cybernetics, volume 39, pages 440-447, July 2009.
    [19] Wang IC, Shen CH, Kung Chen, Tsan-sheng Hsu, Liau CJ, Da-Wei Wang. An empirical study on
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    Symposium on Secure Compu- ting; 2009 Aug 29-31; Vancouver, Canada. 2009. p. 182- 8.
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    [22] 疾病管制局,登革熱疾病飯擔之估計與應用,行政院衛生署疾病管制局 97 年度科技研究發
    展計畫。
    [23] Shamir, Adi (1979), How to Share a Secret, Communications of the ACM, Vol.22(11), 612-613
    Description: 碩士
    國立政治大學
    資訊科學學系
    100753025
    101
    Source URI: http://thesis.lib.nccu.edu.tw/record/#G0100753025
    Data Type: thesis
    Appears in Collections:[Department of Computer Science ] Theses

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