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: 9979
Venue: VLDB
Year: 2009
Pagerank: 4.1905499e-05
Overall Rank: 12,362 | 14.09%
DOI: -

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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
36	Fast Algorithms for Mining Association Rules	1994	VLDB	0.00076114894
168	Approximate Frequency Counts over Data Streams	2002	VLDB	0.0003915627
397	Dynamic Authenticated Index Structures for Outsourced Databases	2006	SIGMOD	0.00024413949
647	Verifying Completeness of Relational Query Results in Data Publishing	2005	SIGMOD	0.00018706644
651	Dynamic Itemset Counting and Implication Rules for Market Basket Data	1997	SIGMOD	0.00018649942
2,234	Query Execution Assurance for Outsourced Databases	2005	VLDB	9.2226122e-05
3,773	CADS: Continuous Authentication on Data Streams	2007	VLDB	6.7731373e-05
4,450	Proof-Infused Streams: Enabling Authentication of Sliding Window Queries On Streams	2007	VLDB	6.1734998e-05
4,559	Integrity Auditing of Outsourced Data	2007	VLDB	6.0794721e-05
9,062	Feasible Itemset Distributions in Data Mining: Theory and Application	2003	PODS	4.3997447e-05
12,468	Security in Outsourcing of Association Rule Mining	2007	VLDB	4.1905499e-05

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2,688	On Differentially Private Frequent Itemset Mining	2013	VLDB	8.3012815e-05
9,062	Feasible Itemset Distributions in Data Mining: Theory and Application	2003	PODS	4.3997447e-05
12,140	Controlling False Positives in Association Rule Mining	2012	VLDB	4.1905499e-05
546	An Efficient Algorithm for Mining Association Rules in Large Databases	1995	VLDB	0.00020410312
117	An Effective Hash-Based Algorithm for Mining Association Rules	1995	SIGMOD	0.00045914132
7,633	Mining Frequent Itemsets over Uncertain Databases	2012	VLDB	4.6869557e-05
13	Mining Association Rules between Sets of Items in Large Databases	1993	SIGMOD	0.0010863639
559	Maintaining Data Privacy in Association Rule Mining	2002	VLDB	0.0002012549
12,468	Security in Outsourcing of Association Rule Mining	2007	VLDB	4.1905499e-05
4,559	Integrity Auditing of Outsourced Data	2007	VLDB	6.0794721e-05