发明名称 |
Differentially private aggregate classifier for multiple databases |
摘要 |
Embodiments of the invention disclose a system and a method for determining a differentially private aggregate classifier for a set of databases, wherein each database in the set of databases is associated with a classifier and a noise value, wherein the classifier and the noise value are determined locally for each database, such that a combination of the classifier and the noise value ensure a differential data privacy of the database, and wherein the differentially private aggregate classifier preserves the differential data privacy of each database. The differentially private aggregate classifier is a combination of the classifiers of the set of databases modified with the noise value corresponding to a smallest database in the set of databases. |
申请公布号 |
US8375030(B2) |
申请公布日期 |
2013.02.12 |
申请号 |
US20100960221 |
申请日期 |
2010.12.03 |
申请人 |
MITSUBISHI ELECTRIC RESEARCH LABORATORIES, INC.;RANE SHANTANU;PATHAK MANAS A.;RAMAKRISHNAN BHIKSHA |
发明人 |
RANE SHANTANU;PATHAK MANAS A.;RAMAKRISHNAN BHIKSHA |
分类号 |
G06F17/30 |
主分类号 |
G06F17/30 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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