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- W2045219998 abstract "Privacy-preserving data mining aims at discovering beneficial information from a large amount of data without violating the privacy policy. Privacy-preserving association rules mining research has already generated many interesting results. Based on commutative encryptions and the Secure Multi-party Computation (SMC) theory, Kantarcioglu and Clifton [1] propose two protocols to implement privacy-preserving mining of association rules over horizontally partitioned data. The paper addresses its incorrect security proof and introduces a more well-founded proof. This paper also identifies several other errors in [1]. This kind of protocols and their proof are a concrete application of Secure Multi-party Computation, which is be of great significances to the privacy-preserving data mining studies based on SMC. Thus establishment of the correct proof methodology is important. This paper demonstrates the correct proof methodology by correcting the fault proof in [1]" @default.
- W2045219998 created "2016-06-24" @default.
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- W2045219998 date "2009-01-01" @default.
- W2045219998 modified "2023-09-27" @default.
- W2045219998 title "A more well-founded security proof of the privacy-preserving distributed mining of association rules protocols" @default.
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- W2045219998 doi "https://doi.org/10.1145/1651415.1651420" @default.
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