Privacy-Preserving Data Mining

Summary: Privacy-preserving data mining: build models from perturbed training data without access to exact individual records. Introduces a reconstruction procedure to recover the original-data distributions, enabling decision-tree classifiers with accuracy close to that achieved with original data. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3206
Venue: SIGMOD
Year: 2000
Pagerank: 0.00074213516
Overall Rank: 40 | 99.73%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Rakesh Agrawal
2. Ramakrishnan Srikant

Incoming Citations (Sorted by Pagerank)

Showing 1 of 51 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
12,625	Privacy in Data Systems	2003	PODS	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
84	Statistical Databases: Characteristics, Problems, and Some Solutions	1982	VLDB	0.00053684302
232	An Interval Classifier for Database Mining Applications	1992	VLDB	0.00032060702
474	A study on the protection of statistical data bases	1977	SIGMOD	0.00022254066
523	Recovering Information from Summary Data	1997	VLDB	0.00021101376
563	An Analytic Approach to Statistical Databases	1983	VLDB	0.00020005703
1,108	SPRINT: A Scalable Parallel Classifier for Data Mining	1996	VLDB	0.00013931855

Semantically Similar Papers

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3,382	Privacy-preserving Anonymization of Set-valued Data	2008	VLDB	7.1538038e-05
4,905	Deriving Private Information from Randomized Data	2005	SIGMOD	5.8382391e-05
10,041	A General Framework for Per-record Differential Privacy	2026	SIGMOD	4.1905499e-05
3,103	Publishing Set-Valued Data via Differential Privacy	2011	VLDB	7.5578714e-05
4,038	Differential Privacy in Telco Big Data Platform	2015	VLDB	6.5067029e-05
5,773	Mining Frequent Patterns with Differential Privacy	2013	VLDB	5.3300095e-05
177	Limiting Privacy Breaches in Privacy Preserving Data Mining	2003	PODS	0.00037858416
559	Maintaining Data Privacy in Association Rule Mining	2002	VLDB	0.0002012549
148	On the Design and Quantification of Privacy Preserving Data Mining Algorithms	2001	PODS	0.00041196325
12,625	Privacy in Data Systems	2003	PODS	4.1905499e-05