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)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 177 | Limiting Privacy Breaches in Privacy Preserving Data Mining | 2003 | PODS | 0.0003788711 |
| 955 | Privacy Preserving OLAP | 2005 | SIGMOD | 0.00015075131 |
| 1,761 | The Boundary Between Privacy and Utility in Data Publishing | 2007 | VLDB | 0.00010651764 |
| 4,524 | Anonymization of Set-Valued Data via Top-Down, Local Generalization | 2009 | VLDB | 6.1133444e-05 |
| 4,794 | Optimal Random Perturbation at Multiple Privacy Levels | 2009 | VLDB | 5.9161511e-05 |
| 4,899 | Deriving Private Information from Randomized Data | 2005 | SIGMOD | 5.8439867e-05 |
| 5,483 | rho-uncertainty: Inference-Proof Transaction Anonymization | 2010 | VLDB | 5.4828795e-05 |
| 8,352 | Privacy-MaxEnt: Integrating Background Knowledge in Privacy Quantification | 2008 | SIGMOD | 4.5386781e-05 |
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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 |
|---|
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 12,459 | Security in Outsourcing of Association Rule Mining | 2007 | VLDB | 4.1945683e-05 |
| 3,822 | Association Rules over Interval Data | 1997 | SIGMOD | 6.7263391e-05 |
| 3,871 | A New SQL-like Operator for Mining Association Rules | 1996 | VLDB | 6.6794637e-05 |
| 12,132 | Controlling False Positives in Association Rule Mining | 2012 | VLDB | 4.1945683e-05 |
| 5,772 | Mining Frequent Patterns with Differential Privacy | 2013 | VLDB | 5.3322378e-05 |
| 147 | On the Design and Quantification of Privacy Preserving Data Mining Algorithms | 2001 | PODS | 0.00041235556 |
| 12,616 | Privacy in Data Systems | 2003 | PODS | 4.1945683e-05 |
| 177 | Limiting Privacy Breaches in Privacy Preserving Data Mining | 2003 | PODS | 0.0003788711 |
| 40 | Privacy-Preserving Data Mining | 2000 | SIGMOD | 0.00074232718 |