Association Rule Hiding Based on Intersection Lattice
نویسندگان
چکیده
منابع مشابه
Reconstruction-Based Association Rule Hiding
As large repositories of data contain confidential rules that must be protected before published, association rule hiding becomes one of important privacy preserving data mining problems. Compared with traditional data modification methods, data reconstruction is a new promising, but not sufficiently investigated method, which is inspired by the inverse frequent set mining problem. In my PhD pe...
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Association Rules revealed by association rule mining may contain some sensitive rules, which may cause prospective threats towards privacy and protection. A number of researchers in this area have recently made efforts to preserve privacy for sensitive association rules in transactional databases. In this paper, we put forward a heuristic based association rule hiding algorithm to get rid of t...
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IntroductIon The enormous expansion of data collection and storage facilities has created an unprecedented increase in the need for data analysis and processing power. Data mining has long been the catalyst for automated and sophisticated data analysis and interrogation. Recent advances in data mining and knowledge discovery have generated controversial impact in both scientific and technologic...
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Data mining is the process of extracting the previously unknown patterns from large amount of data. Privacy preserving data mining is one of the research areas in data mining. The main
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The security of the large database that contains certain crucial information, it will become a serious issue when sharing data to the network against unauthorized access. Association rules hiding algorithms get strong and efficient performance for protecting confidential and crucial data. The objective of the proposed Association rule hiding algorithm for privacy preserving data mining is to hi...
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ژورنال
عنوان ژورنال: Mathematical Problems in Engineering
سال: 2013
ISSN: 1024-123X,1563-5147
DOI: 10.1155/2013/210405