State-of-the-art in privacy preserving data mining

被引：396

作者：

Verykios, VS ^{[1
]}

Bertino, E

Fovin, IN

Provenza, LP

Saygin, Y

Theodoridis, Y

机构：

[1] Acad & Res Comp Technol Inst, Athens, Greece

[2] Univ Milan, Dipartimento Sci Informaz, I-20122 Milan, Italy

[3] SABANCI Univ, Fac Engn & Nat Sci, Istanbul, Turkey

来源：

SIGMOD RECORD | 2004年 / 33卷 / 01期

关键词：

D O I：

10.1145/974121.974131

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We provide here an overview of the new and rapidly emerging research area of privacy preserving data mining. We also propose a classification hierarchy that sets the basis for analyzing the work which has been performed in this context. A detailed review of the work accomplished in this area is also given, along with the coordinates of each work to the classification hierarchy. A brief evaluation is performed, and some initial conclusions are made.

引用

页码：50 / 57

页数：8

共 24 条

[1] ADAM NR, 1989, COMPUT SURV, V21, P515, DOI 10.1145/76894.76895
[2] Agrawal D., 2001, Proceedings of the 20th ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, P247, DOI DOI 10.1145/375551.375602
[3] [Anonymous], 2000, Privacy-preserving data mining, DOI DOI 10.1145/342009.335438
[4] Atallah M., 1999, PROC 1999 WORKSHOP K, P45, DOI DOI 10.1109/KDEX.1999.836532
[5] CHANG L, 2000, DATA APPL SECURITY, P161
[6] Chang LW, 1999, NEW SECURITY PARADIGMS WOEKSHOP, PROCEEDINGS, P82
[7] CHEUNG DW, 1996, P 1996 INT C PAR DIS
[8] Clifton C, 1996, ACM SIGMOD WORKSH RE, P15
[9] Clifton C., 2002, SIGKDD EXPLORATIONS, V4
[10] Dasseni E., 2001, Information Hiding, Proceedings of the 4th International Workshop, IH 2001, Pittsburgh, PA, USA, 25-27 April 2001, P369, DOI DOI 10.1007/3-540-45496-9_27

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