Preserving Privacy in Association Rule Mining with Bloom Filters

• Main Authors: QIU, Ling, LI, Yingjiu, Wu, Xintao
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2007
• Subjects: Association rule mining - Bloom filters - Privacy preserving; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/856; http://dx.doi.org/10.1007/s10844-006-0018-8
• Institution: Singapore Management University

Privacy preserving association rule mining has been an active research area since recently. To this problem, there have been two different approaches—perturbation based and secure multiparty computation based. One drawback of the perturbation based approach is that it cannot always fully preserve in...