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    • 1. 发明专利
    • Privacy safeguard statistic analysis for dispersion database
    • 用于分散数据库的隐私统计分析
    • JP2014098895A
    • 2014-05-29
    • JP2013216154
    • 2013-10-17
    • Mitsubishi Electric Corp三菱電機株式会社
    • WANG YELIN BING-RONGRANE SHANTANU
    • G09C1/00
    • G06F21/60G06F21/6245G06F21/6254
    • PROBLEM TO BE SOLVED: To perform statistic analysis in which privacy such as the identification information of a data source and the detailed contents of live data can be safeguarded for private dispersion database.SOLUTION: In compaction statistic, randomized data (hat) X and (hat) Y are acquired by separately subjecting data X and Y to first randomization. Subsequently, the randomized data (hat) X and (hat) Y are subjected to second randomization, thereby acquiring randomized data (tilde) X and (tilde) Y for a server and helper information Tx|x and Ty|y for a client. Here, T represents an experience distribution, and second randomization safeguards the privacy of the compaction statistic of the data X and Y. Next, the server acquires Tx, y. Lastly, a client acquires estimated (dots) Tx, y, by applying the helper information Tx|x and Ty|y in Tx, y. Here, "|" and "," between X and Y represent a conditioned distribution and a joined distribution respectively.
    • 要解决的问题:执行统计分析,其中可以保护诸如数据源的识别信息和实时数据的详细内容之类的隐私专用分散数据库。解决方案:在压缩统计中,随机数据(帽)X和( 帽子)Y是通过分别使数据X和Y进行第一随机化来获得的。 随后,对随机化数据(hat)X和(hat)Y进行第二随机化,从而获得用于服务器的随机数据(波浪号)X和(波形符号)Y以及客户端的辅助信息Tx | x和Ty | y。 这里,T表示经验分布,第二随机化保护数据X和Y的压缩统计的隐私。接下来,服务器获取Tx,y。 最后,客户端通过在Tx,y中应用辅助信息Tx | x和Ty | y来获取估计的(点)Tx,y。 在这里,“|” X和Y之间的“,”分别表示调节分布和连接分布。
    • 2. 发明专利
    • Method for securely obtaining aggregate statistic related to private data
    • 用于安全地获得与私人数据相关的聚合统计的方法
    • JP2014178680A
    • 2014-09-25
    • JP2014031397
    • 2014-02-21
    • Mitsubishi Electric Corp三菱電機株式会社
    • WANG YELIN BING-RONGRANE SHANTANU
    • G09C1/00
    • G06F21/6254H04L9/00H04L9/0656H04L2209/42
    • PROBLEM TO BE SOLVED: To provide a method for obtaining aggregate statistics while protecting the privacy of data from client data stored in a server.SOLUTION: At first, first data and second data independent in one or more clients are sampled such that the sampled data are obtained. Thus, aggregate statistics related to private data can be securely obtained. In this case, a sampling parameter is substantially smaller than the length of the data. The sampled data are encrypted such that the encrypted data are obtained, and then the encrypted data are connected. The connected encrypted data are randomized such that the randomized data are obtained. In an authorized third person processor, the joint distribution of the first data and the second data is estimated such that the difference privacy requirements of the first data and the second data are satisfied from the randomized encrypted data.
    • 要解决的问题:提供一种在保护存储在服务器中的客户数据的数据隐私的同时获得聚合统计的方法。首先,对一个或多个客户端中独立的第一数据和第二数据进行采样,使得采样数据 获得。 因此,可以安全地获得与私有数据相关的统计信息。 在这种情况下,采样参数显着小于数据的长度。 采样数据被加密,从而获得加密的数据,然后连接加密的数据。 所连接的加密数据被随机化,从而获得随机数据。 在授权的第三人称处理器中,估计第一数据和第二数据的联合分配,使得从随机加密数据中满足第一数据和第二数据的差异隐私要求。