A privacy-preserving mining algorithm of association rules in distributed databases

被引：4
|
作者：
Liu, Jie [1 ]
Piao, Xiufeng [1 ]
Huang, Shaobin [1 ]
机构：
[1] Harbin Engn Univ, Harbin, Peoples R China
来源：
FIRST INTERNATIONAL MULTI-SYMPOSIUMS ON COMPUTER AND COMPUTATIONAL SCIENCES (IMSCCS 2006), PROCEEDINGS, VOL 2 | 2006年
关键词：
D O I：
10.1109/IMSCCS.2006.164
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Association rules mining is one of the most important and fundamental problems in data mining. Recently, in need of security, more and more people are studying privacy-preserving association rules mining in distributed database. This paper addresses a secure mining algorithm of association rules, which builds a globe hash table to prune item-sets and incorporate cryptographic techniques to minimize the information shared.
引用
收藏
页码：746 / +
页数：2
相关论文
共 50 条
  • [31] Privacy preserving distributed data mining association rules of frequent itemsets
    School of Computer Science and Technology, Huazhong University and Technology, Wuhan 430074, China
    Jisuanji Gongcheng, 2006, 13 (12-14):
  • [32] A Novel Efficient Mining Association Rules Algorithm for Distributed Databases
    Shen, Liangzhong
    PROGRESS IN MEASUREMENT AND TESTING, PTS 1 AND 2, 2010, 108-111 : 50 - 56
  • [33] Research on distributed privacy-preserving data mining
    Jia, Zhe
    Pang, Lei
    Luo, Shoushan
    Xin, Yang
    Zhang, Miao
    Journal of Convergence Information Technology, 2012, 7 (01) : 356 - 367
  • [34] An Adaptive Privacy Preserving Framework for Distributed Association Rule Mining in Healthcare Databases
    Kuba, Hasanien K.
    Azzawi, Mustafa A.
    Darwish, Saad M.
    Hassen, Oday A.
    Abdulhussein, Ansam A.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 74 (02): : 4119 - 4133
  • [35] An agent based privacy preserving mining for distributed databases
    Baik, SW
    Bala, J
    Rhee, D
    COMPUTATIONAL AND INFORMATION SCIENCE, PROCEEDINGS, 2004, 3314 : 910 - 915
  • [36] Privacy-preserving association rule mining in large-scale distributed systems
    Schuster, A
    Wolff, R
    Gilburd, B
    2004 IEEE INTERNATIONAL SYMPOSIUM ON CLUSTER COMPUTING AND THE GRID - CCGRID 2004, 2004, : 411 - 418
  • [37] Privacy-preserving collaborative association rule mining
    Zhan, J
    Matwin, S
    Japkowicz, N
    Chang, LW
    SHAPING BUSINESS STRATEGY IN A NETWORKED WORLD, VOLS 1 AND 2, PROCEEDINGS, 2004, : 1172 - 1178
  • [38] Privacy-preserving collaborative association rule mining
    Zhan, J
    Matwin, S
    Chang, LW
    DATA AND APPLICATIONS SECURITY XIX, PROCEEDINGS, 2005, 3654 : 153 - 165
  • [39] Privacy-preserving collaborative association rule mining
    Zhan, Justin
    Matwin, Stan
    Chang, LiWu
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2007, 30 (03) : 1216 - 1227
  • [40] An Efficient Approach for Privacy Preserving Distributed Mining of Association Rules in Unsecured Environment
    Modi, Chirag N.
    Patil, Ashwini R.
    Doshi, Nishant
    2015 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2015, : 753 - 758
12345