Privacy Preserving Data Mining (PPDM)
IJCSMC, Vol. 4, Issue. 5, May 2015, pg.349 – 357 RESEARCH ARTICLE A Research on Privacy Preserving Data Mining Using Heuristic Approach
... In Privacy preserving has originated as an important concern with reference to the success of the data ...mining. Privacy preserving data mining (PPDM) deals with ...
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Fuzzy membership functions in privacy preserving data mining
... for privacy-preserving data mining may be found in Xueyun (2014) which reviews main PPDM techniques based on a PPDM framework and compare the advantages and disadvantages of different PPDM ...
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A Privacy Preserving Data Mining Technique for Preventing Data Discloser and Leakage
... The data is an essential element in any business domain, discloser or leakage of sensitive and private data to others can create a number of social and financial ...the data mining is shifting ...
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A Literature analysis on Privacy Preserving Data Mining
... Data mining aims to take out useful information from multiple sources, whereas privacy preservation in data mining aims to preserve these data against disclosure or ...loss. ...
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A hybrid approach for privacy preserving data mining
... making data, collected by various institutions such as hospitals, financial institutions, government ...the data published will be useful for analysis while still protecting the ...is privacy ...
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Privacy Preserving Data Mining (PPDM) For Horizontally Partitioned Data
... sensitive data through networks among businesses, governments and other parties, privacy preserving has become an important issue in data mining and knowledge ...discovery. ...
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An analysis of Euclidean Distance preserving perturbation for Privacy Preserving Data Mining
... as data utility-reduced, data mining efficiency- downgraded, ...the data utility and the disclosure ...distance preserving methods for privacy preserving data ...
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Privacy Preserving Data Mining Technique to Recover Association Rules Using Homomorphic Encryption Technique
... Data mining is an approach for mining the centralized database for extracting the valuable patterns from ...the privacy and sensitivity of data are needed to be maintained ...of ...
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An Efficient KNN Classification by using Combination of Additive and Multiplicative Data Perturbation for Privacy Preserving Data Mining
... of data being collected and stored in databases everywhere across the ...the data mining area, where the objective is the discovery of knowledge that is correct and of high benefit for ...users. ...
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A comprehensive review on privacy preserving data mining
... Distributed Privacy Preserving Data Mining (DPPDM) depending on different underlying ...based privacy-preserving scheme to support mining ...the privacy risks ...
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Survey on Anonymization in Privacy Preserving Data Mining
... delicate data against unapproved access has been a long term goal for the database security research group and for the administration statistical ...in data mining. Consequently, as of late, ...
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A Study on Data Perturbation Techniques in Privacy Preserving Data Mining
... the privacy, that is, protecting the privacy of the critical and sensitive ...data. Data perturbation is a popular technique for privacy preserving data ...of data ...
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Performance of Multiplicative Data Perturbation for Privacy Preserving Data Mining
... confidential data. In the privacy preserving data mining area, this approach was considered [2,3] in for building decision tree classifiers from private ...for ...
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An overview of Multiplicative data perturbation for privacy preserving Data mining
... to privacy preserving data ...the mining task and model specific data utility, one can focus on finding a perturbation that can provide higher level of privacy ...at ...
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II. PRIVACY PRESERVING DATA MINING ALGORITHMS
... of data processing and securing the data increasing everywhere, however it is in the dark concerning how data is shared and ...utilized. Privacy preserving data mining ...
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Privacy Preserving Data Mining Using Inverse Frequent ItemSet Mining Approach
... gets data from data providers so as to support the subsequent data mining ...the data miner applies data mining algorithms to data obtained from data ...the ...
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A REVIEW ON PRIVACY PRESERVATION AND COLLABORATIVE DATA MINING WITH ASSOCIATION RULE SHARING MODEL
... the data mining to want information that would be analyzed expeditiously and exactly provide desire result, Such a situations place forth the requirement for privacy preservation in data ...
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INFORMATION SECURITY IN BIG DATA USING AES TECHNIQUE
... in Privacy Preserving Data Mining” in September 2013 implement multilevel trust based PPDM which enables data owners to have freedom to choose the level of privacy ...to ...
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A SURVEY ON PRIVACY PRESERVING DATA MINING: APPROACHES AND TECHNIQUES
... While k-anonymity protects against identity disclosure, it does not provide sufficient protection against attribute disclosure. There are two attacks: the homogeneity attack and the background knowledge attack. Because ...
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Privacy Preserving in Association Rule Mining
... Privacy protection is a basic right, stated of the universal declaration of human ...world. data security and privacy are two concepts that are often used in conjunction; however, they represent two ...
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