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Li et al., 2014 - Google Patents

Digression and value concatenation to enable privacy-preserving regression

Li et al., 2014

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Document ID
343826902748128537
Author
Li X
Sarkar S
Publication year
Publication venue
MIS quarterly: management information systems

External Links

Snippet

Regression techniques can be used not only for legitimate data analysis, but also to infer private information about individuals. In this paper, we demonstrate that regression trees, a popular data-analysis and data-mining technique, can be used to effectively reveal …
Continue reading at www.ncbi.nlm.nih.gov (HTML) (other versions)

Classifications

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    • G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • G06F21/6245—Protecting personal data, e.g. for financial or medical purposes
    • G06F21/6254—Protecting personal data, e.g. for financial or medical purposes by anonymising data, e.g. decorrelating personal data from the owner's identification
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