Security in Outsourcing of Association Rule Mining
Summary: Outsourcing association rule mining via a non-deterministic one-to-n item mapping to obfuscate transactions. A single-pass encryption algorithm guarantees correct decryption, withstands non-trivial cryptanalytic threats, and delivers strong security with low transformation cost for streaming data to providers. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. W. K. Wong
- 2. David W. Cheung
- 3. Edward Hung
- 4. Ben Kao
- 5. Nikos Mamoulis
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 12,354 | An Audit Environment for Outsourcing of Frequent Itemset Mining | 2009 | VLDB | 4.1945683e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 4 of 4 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 36 | Fast Algorithms for Mining Association Rules | 1994 | VLDB | 0.00076161096 |
| 40 | Privacy-Preserving Data Mining | 2000 | SIGMOD | 0.00074232718 |
| 654 | Anatomy: Simple and Effective Privacy Preservation | 2006 | VLDB | 0.00018613167 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 118 | Executing SQL over Encrypted Data in the Database-Service-Provider Model | 2002 | SIGMOD | 0.00045685662 |
| 13 | Mining Association Rules between Sets of Items in Large Databases | 1993 | SIGMOD | 0.0010864752 |
| 5,772 | Mining Frequent Patterns with Differential Privacy | 2013 | VLDB | 5.3322378e-05 |
| 1,386 | A Privacy-Preserving Index for Range Queries | 2004 | VLDB | 0.00012261809 |
| 12,354 | An Audit Environment for Outsourcing of Frequent Itemset Mining | 2009 | VLDB | 4.1945683e-05 |
| 7,799 | Over-encryption: Management of Access Control Evolution on Outsourced Data | 2007 | VLDB | 4.6481197e-05 |
| 177 | Limiting Privacy Breaches in Privacy Preserving Data Mining | 2003 | PODS | 0.0003788711 |
| 2,235 | Query Execution Assurance for Outsourced Databases | 2005 | VLDB | 9.2268848e-05 |
| 547 | An Efficient Algorithm for Mining Association Rules in Large Databases | 1995 | VLDB | 0.00020420717 |
| 559 | Maintaining Data Privacy in Association Rule Mining | 2002 | VLDB | 0.00020147576 |