BRBA: A Blocking-Based Association Rule Hiding Method

被引：0
|
作者：
Cheng, Peng [1 ,2 ]
Lee, Ivan [3 ]
Li, Li [1 ]
Tseng, Kuo-Kun [2 ]
Pan, Jeng-Shyang [2 ]
机构：
[1] Southwest Univ, Sch Comp & Informat Sci, Chongqing, Peoples R China
[2] Harbin Inst Technol, Shenzhen Grad Sch, Harbin, Heilongjiang, Peoples R China
[3] Univ South Australia, Sch Informat Technol & Math Sci, Adelaide, SA, Australia
来源：
THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE | 2016年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Privacy preserving in association rule mining is an important research topic in the database security field. This paper has proposed a blocking-based method to solve the association rule hiding problem for data sharing. It aims at reducing undesirable side effects and increasing desirable side effects, while ensuring to conceal all sensitive rules. The candidate transactions are selected for sanitization based on their relations with border rules. Comparative experiments on real datasets demonstrate that the proposed method can achieve its goals.
引用
收藏
页码：4200 / 4201
页数：2
相关论文
共 50 条
  • [31] Comparative study of name disambiguation problem using a scalable blocking-based framework
    On, BW
    Lee, D
    Kang, J
    Mitra, P
    PROCEEDINGS OF THE 5TH ACM/IEEE JOINT CONFERENCE ON DIGITAL LIBRARIES, PROCEEDINGS, 2005, : 344 - 353
  • [32] A blocking-resistant method for anonymity system based on proxy and data hiding
    Zhang, Yong
    Yin, Jianfeng
    Dai, Benyang
    2008 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS, 2008, : 1321 - 1325
  • [33] Association Rule Hiding in Privacy Preserving Data Mining
    Mohan, S. Vijayarani
    Angamuthu, Tamilarasi
    INTERNATIONAL JOURNAL OF INFORMATION SECURITY AND PRIVACY, 2018, 12 (03) : 141 - 163
  • [34] Heuristic Approach for Association Rule Hiding using ECLAT
    Fernandes, Melissa
    Gomes, Joanne
    2017 2ND INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS, COMPUTING AND IT APPLICATIONS (CSCITA), 2017, : 218 - 223
  • [35] Association Rule Hiding Using Chemical Reaction Optimization
    Gopalan, N. P.
    Murthy, T. Satyanarayana
    SOFT COMPUTING FOR PROBLEM SOLVING, SOCPROS 2017, VOL 1, 2019, 816 : 249 - 255
  • [36] Association rule hiding using cuckoo optimization algorithm
    Afshari, Mahtab Hossein
    Dehkordi, Mohammad Naderi
    Akbari, Mehdi
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 64 : 340 - 351
  • [37] Association Rule Hiding for Privacy Preserving Data Mining
    Mogtaba, Shyma
    Kambal, Eiman
    ADVANCES IN DATA MINING: APPLICATIONS AND THEORETICAL ASPECTS, 2016, 9728 : 320 - 333
  • [38] Hiding sensitive fuzzy association rules using Weighted Item Grouping and Rank based Correlated Rule Hiding Algorithm
    Sathiyapriya, K.
    Sudhasadasivam, G.
    Suganya, C.J.P.
    WSEAS Transactions on Computers, 2014, 13 : 78 - 89
  • [39] Privacy Preserving Association Rule Mining Algorithm Based on Hybrid Partial Hiding Strategy
    Zhu, Jianming
    Li, Zhanyu
    LISS 2013, 2015, : 1065 - 1070
  • [40] Association Rule Hiding Based on Evolutionary Multi-Objective Optimization by Removing Items
    Cheng, Peng
    Pan, Jeng-Shyang
    PROCEEDINGS OF THE TWENTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2014, : 3100 - 3101
12345