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)

Paper ID: 9711
Venue: VLDB
Year: 2007
Pagerank: 5.093636e-05
Overall Rank: 12,653 | 13.19%
DOI: 10.14778/1329682.1329695

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

1. W. K. Wong (University of Hong Kong)
2. David W. Cheung (University of Hong Kong)
3. Edward Hung (Hong Kong Polytechnic University)
4. Ben Kao (University of Hong Kong)
5. Nikos Mamoulis (University of Hong Kong)

BibTeX Citation

@article{wong_vldb07,
        title = {{Security in Outsourcing of Association Rule Mining}},
        author = {Wong, W. K. and Cheung, David W. and Hung, Edward and Kao, Ben and Mamoulis, Nikos},
        journal = {PVLDB},
        series = {{VLDB} '07},
        volume = {33},
        number = {1},
        pages = {111--122},
        doi = {10.14778/1329682.1329695},
        url = {https://doi.org/10.14778/1329682.1329695},
        year = {2007}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
12,547	An Audit Environment for Outsourcing of Frequent Itemset Mining	2009	VLDB	5.093636e-05

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	0.0006567919
27	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00052255472
70	Privacy-Preserving Data Mining	2000	SIGMOD	0.0003804755
572	Anatomy: Simple and Effective Privacy Preservation	2006	VLDB	0.00016316092

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2	13	Mining Association Rules between Sets of Items in Large Databases	1993	SIGMOD
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5	12,547	An Audit Environment for Outsourcing of Frequent Itemset Mining	2009	VLDB
6	8,142	Over-encryption: Management of Access Control Evolution on Outsourced Data	2007	VLDB
7	218	Limiting Privacy Breaches in Privacy Preserving Data Mining	2003	PODS
8	2,350	Query Execution Assurance for Outsourced Databases	2005	VLDB
9	558	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB
10	1,217	Maintaining Data Privacy in Association Rule Mining	2002	VLDB