Privacy preserving association rules by using greedy approach

CM Wu, YF Huang, JY Chen - 2009 WRI World Congress on …, 2009 - ieeexplore.ieee.org
Data mining techniques have been developed in many applications. However, they also
cause a threat to privacy. In this paper, we proposed a greedy method for hiding the number …

A novel algorithm for completely hiding sensitive association rules

CC Weng, ST Chen, HC Lo - 2008 Eighth International …, 2008 - ieeexplore.ieee.org
With rapid advance of the network and data mining techniques, the protection of the
confidentiality of sensitive information in a database becomes a critical issue when releasing …

Research on the privacy preserving algorithm of association rule mining in centralized database

S Wu, H Wang - 2008 international symposiums on information …, 2008 - ieeexplore.ieee.org
The recent advance of data mining technology to analyze vast amount of data has played an
important role in marketing business, despite its benefits in such areas, data mining also …

Detection of sensitive items in market basket database using association rule mining for privacy preserving

S Kasthuri, T Meyyappan - 2013 International Conference on …, 2013 - ieeexplore.ieee.org
Data mining is an essential technology to extract patterns or knowledge from large
repositories of data. Association rules in market basket database represent the shopping …

A pattern based framework for privacy preservation through association rule mining

D Karthikeswaran, VM Sudha… - … On Advances In …, 2012 - ieeexplore.ieee.org
Data mining extracts novel and useful knowledge from large repositories of data and has
become an effective analysis and decision means in corporation. The sharing of data for …

Hiding sensitive patterns in association rules mining

G Lee, CY Chang, ALP Chen - Proceedings of the 28th Annual …, 2004 - ieeexplore.ieee.org
Data mining techniques have been developed in many applications. However it also causes
a threat to privacy. We investigate to find an appropriate balance between a need for privacy …

A novel method for protecting sensitive knowledge in association rules mining

ET Wang, G Lee, YT Lin - 29th Annual International Computer …, 2005 - ieeexplore.ieee.org
Discovering frequent patterns from huge amounts of data is one of the most studied
problems in data mining. However, some sensitive patterns with security policies may cause …

Algorithms for balancing privacy and knowledge discovery in association rule mining

SRM Oliveira, OR Zaiane - Seventh International Database …, 2003 - ieeexplore.ieee.org
The discovery of association rules from large databases has proven beneficial for
companies since such rules can be very effective in revealing actionable knowledge that …

Maintaining privacy and data quality in privacy preserving association rule mining

CN Modi, UP Rao, DR Patel - 2010 Second International …, 2010 - ieeexplore.ieee.org
Privacy preserving data mining (PPDM) is a novel research direction to preserve privacy for
sensitive knowledge from disclosure. Many of the researchers in this area have recently …

Privacy preserving association rule mining by introducing concept of impact factor

K Pathak, NS Chaudhari… - 2012 7th IEEE Conference …, 2012 - ieeexplore.ieee.org
Association Rules discovered by association rule mining may contain some sensitive rules,
which may cause potential threats towards privacy and security. Many of the researchers in …