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Titlebook: Privacy-Preserving Data Mining; Models and Algorithm Charu C. Aggarwal,Philip S. Yu Book 2008 Springer-Verlag US 2008 DOM.Information.K-ano

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書目名稱Privacy-Preserving Data Mining
副標(biāo)題Models and Algorithm
編輯Charu C. Aggarwal,Philip S. Yu
視頻videohttp://file.papertrans.cn/757/756068/756068.mp4
概述Occupies an important niche in the privacy-preserving data mining field.Survey information included with each chapter is unique in terms of its focus on introducing the different topics more comprehen
叢書名稱Advances in Database Systems
圖書封面Titlebook: Privacy-Preserving Data Mining; Models and Algorithm Charu C. Aggarwal,Philip S. Yu Book 2008 Springer-Verlag US 2008 DOM.Information.K-ano
描述.Advances in hardware technology have increased the capability to store and record personal data about consumers and individuals, causing concerns that personal data may be used for a variety of intrusive or malicious purposes...Privacy-Preserving Data Mining: Models and Algorithms. proposes a number of techniques to perform the data mining tasks in a privacy-preserving way. These techniques generally fall into the following categories: data modification techniques, cryptographic methods and protocols for data sharing, statistical techniques for disclosure and inference control, query auditing methods, randomization and perturbation-based techniques...This edited volume contains surveys by distinguished researchers in the privacy field. Each survey includes the key research content as well as future research directions...Privacy-Preserving Data Mining: Models and Algorithms. is designed for researchers, professors, and advanced-level students in computer science, and is also suitable for industry practitioners...?.
出版日期Book 2008
關(guān)鍵詞DOM; Information; K-anonymity; algorithms; association rule hiding; classification; cryptographic approach
版次1
doihttps://doi.org/10.1007/978-0-387-70992-5
isbn_softcover978-1-4419-4371-2
isbn_ebook978-0-387-70992-5Series ISSN 1386-2944
issn_series 1386-2944
copyrightSpringer-Verlag US 2008
The information of publication is updating

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