Association Rules Hiding for Privacy Preserving Data Mining: A Survey
نویسندگان
چکیده
منابع مشابه
Survey on Privacy Preserving Association Rule Data Mining
The progress in the development of data mining techniques achieved in the recent years is gigantic. The collative data mining techniques makes the privacy preserving an important issue. The ultimate aim of the privacy preserving data mining is to extract relevant information from large amount of data base while protecting the sensitive information. The togetherness in the information retrieval ...
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Encryption algorithms used in privacy preserving protocols can be affected on overall performance. In this paper we study several encryption algorithms with two methods of privacy preserving association rule mining on distributed horizontal database (PPARM4, and PPARM3). The first method PPARM4 computes association rules that hold globally while limiting the information shared about each site i...
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— Proper integration of privacy into data mining operations is so crucial for the wide-spread acceptance of knowledge-based applications. The data mining applications involve data rich environments such as Biomedicine in terms of electronic health records, Internet in terms of web usage logs and Wireless Networks in terms of mobility data from sensors and a lot more. Privacy in data mining can ...
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Data mining is the process of extraction of data from large database. One of the most important topics in research community is Privacy preserving data mining (PPDM). Privacy preserving data mining has become increasingly popular because it allows sharing of privacy sensitive data for analysis purposes. It is essential to maintain a ratio between privacy protection and knowledge discovery. To s...
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Privacy is one of the most important properties of an information system must satisfy, in which systems the need to share information among different, not trusted entities, the protection of sensible information has a relevant role. Thus privacy is becoming an increasingly important issue in many data mining applications. For that privacy secure distributed computation, which was done as part o...
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ژورنال
عنوان ژورنال: International Journal of Computer Applications
سال: 2016
ISSN: 0975-8887
DOI: 10.5120/ijca2016911664