Maintaining Data Privacy in Association Rule Mining

Summary: Proposes a probabilistic data-distortion scheme to protect privacy in association rule mining. Shows privacy preserved without sacrificing accuracy, validated on real and synthetic data, highlighting the utility-privacy trade-off in privacy-preserving ARM. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 9076
Venue: VLDB
Year: 2002
Pagerank: 0.00011627624
Overall Rank: 1,217 | 91.66%
DOI: 10.1016/B978-155860869-6/50066-4

Incoming Non-self Citations Over Time

Authors

1. Shariq J. Rizvi (Indian Institute of Technology)
2. Jayant R. Haritsa (Indian Institute of Science)

BibTeX Citation

@article{rizvi_vldb02,
        title = {{Maintaining Data Privacy in Association Rule Mining}},
        author = {Rizvi, Shariq J. and Haritsa, Jayant R.},
        journal = {PVLDB},
        series = {{VLDB} '02},
        doi = {10.1016/B978-155860869-6/50066-4},
        url = {https://doi.org/10.1016/B978-155860869-6/50066-4},
        year = {2002}
}

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
218	Limiting Privacy Breaches in Privacy Preserving Data Mining	2003	PODS	0.00024420564
1,074	Privacy Preserving OLAP	2005	SIGMOD	0.0001230007
1,746	The Boundary Between Privacy and Utility in Data Publishing	2007	VLDB	9.8564338e-05
4,344	Anonymization of Set-Valued Data via Top-Down, Local Generalization	2009	VLDB	6.7522581e-05
4,559	Deriving Private Information from Randomized Data	2005	SIGMOD	6.6318893e-05
4,732	Optimal Random Perturbation at Multiple Privacy Levels	2009	VLDB	6.5343833e-05
5,494	rho-uncertainty: Inference-Proof Transaction Anonymization	2010	VLDB	6.1997164e-05
8,661	Privacy-MaxEnt: Integrating Background Knowledge in Privacy Quantification	2008	SIGMOD	5.3889537e-05

Outgoing Citations (Sorted by Pagerank)

Showing 0 of 0 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	558	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB
2	12,653	Security in Outsourcing of Association Rule Mining	2007	VLDB
3	4,545	Association Rules over Interval Data	1997	SIGMOD
4	4,154	A New SQL-like Operator for Mining Association Rules	1996	VLDB
5	12,328	Controlling False Positives in Association Rule Mining	2012	VLDB
6	5,538	Mining Frequent Patterns with Differential Privacy	2013	VLDB
7	244	On the Design and Quantification of Privacy Preserving Data Mining Algorithms	2001	PODS
8	12,809	Privacy in Data Systems	2003	PODS
9	218	Limiting Privacy Breaches in Privacy Preserving Data Mining	2003	PODS
10	70	Privacy-Preserving Data Mining	2000	SIGMOD