An Audit Environment for Outsourcing of Frequent Itemset Mining

Summary: Audits outsourced frequent itemset mining to guard against mistakes, laziness, or malicious results. Central: artificial itemset planting (AIP) with a database transformation plus a transform-verify pipeline and probabilistic integrity guarantees. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10169
Venue: VLDB
Year: 2009
Pagerank: 5.093636e-05
Overall Rank: 12,547 | 13.92%
DOI: 10.14778/1687627.1687758

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_vldb09,
        title = {{An Audit Environment for Outsourcing of Frequent Itemset Mining}},
        author = {Wong, W. K. and Cheung, David W. and Hung, Edward and Kao, Ben and Mamoulis, Nikos},
        journal = {PVLDB},
        series = {{VLDB} '09},
        doi = {10.14778/1687627.1687758},
        url = {https://doi.org/10.14778/1687627.1687758},
        year = {2009}
}

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
27	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00052255472
122	Approximate Frequency Counts over Data Streams	2002	VLDB	0.00031260115
437	Dynamic Authenticated Index Structures for Outsourced Databases	2006	SIGMOD	0.00018489863
617	Verifying Completeness of Relational Query Results in Data Publishing	2005	SIGMOD	0.00015711988
704	Dynamic Itemset Counting and Implication Rules for Market Basket Data	1997	SIGMOD	0.00014837704
2,350	Query Execution Assurance for Outsourced Databases	2005	VLDB	8.7114376e-05
4,381	Proof-Infused Streams: Enabling Authentication of Sliding Window Queries On Streams	2007	VLDB	6.7333392e-05
4,455	CADS: Continuous Authentication on Data Streams	2007	VLDB	6.6923409e-05
4,760	Integrity Auditing of Outsourced Data	2007	VLDB	6.5206581e-05
9,212	Feasible Itemset Distributions in Data Mining: Theory and Application	2003	PODS	5.3058708e-05
12,653	Security in Outsourcing of Association Rule Mining	2007	VLDB	5.093636e-05

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#	Overall Rank	Paper	Year	Venue
1	2,366	On Differentially Private Frequent Itemset Mining	2013	VLDB
2	9,212	Feasible Itemset Distributions in Data Mining: Theory and Application	2003	PODS
3	12,328	Controlling False Positives in Association Rule Mining	2012	VLDB
4	558	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB
5	240	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD
6	7,657	Mining Frequent Itemsets over Uncertain Databases	2012	VLDB
7	13	Mining Association Rules between Sets of Items in Large Databases	1993	SIGMOD
8	12,653	Security in Outsourcing of Association Rule Mining	2007	VLDB
9	1,217	Maintaining Data Privacy in Association Rule Mining	2002	VLDB
10	4,760	Integrity Auditing of Outsourced Data	2007	VLDB