Aggregate Suppression for Enterprise Search Engines

Summary: Tackles privacy risk of aggregate estimates exposed by keyword-search interfaces in enterprise search. Proposes suppression techniques that preserve per-query quality while limiting sensitive corpus-wide aggregates; theory and experiments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4547
Venue: SIGMOD
Year: 2012
Pagerank: 4.1905499e-05
Overall Rank: 12,120 | 15.77%
DOI: -

Incoming Non-self Citations Over Time

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

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
40	Privacy-Preserving Data Mining	2000	SIGMOD	0.00074213516
957	Privacy Preserving OLAP	2005	SIGMOD	0.00015065499
2,579	Simulatable Auditing	2005	PODS	8.5010694e-05
3,264	Towards Robustness in Query Auditing	2006	VLDB	7.3073465e-05
7,890	Mining a Search Engine’s Corpus: Efficient Yet Unbiased Sampling and Aggregate Estimation	2011	SIGMOD	4.6205184e-05
12,197	Randomized Generalization for Aggregate Suppression Over Hidden Web Databases	2011	VLDB	4.1905499e-05
12,309	Privacy Preservation of Aggregates in Hidden Databases: Why and How?	2009	SIGMOD	4.1905499e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,813	A Robust, Optimization-Based Approach for Approximate Answering of Aggregate Queries	2001	SIGMOD	8.0816314e-05
7,107	Embellishing Text Search Queries To Protect User Privacy	2010	VLDB	4.8244785e-05
13,429	Enterprise Search in the Big Data Era: Recent Developments and Open Challenges	2014	VLDB	-
5,258	Error-bounded Sampling for Analytics on Big Sparse Data	2014	VLDB	5.5973455e-05
2,817	Mining Search Engine Query Logs via Suggestion Sampling	2008	VLDB	8.0695314e-05
8,680	Unbiased Estimation of Size and Other Aggregates Over Hidden Web Databases	2010	SIGMOD	4.4634799e-05
9,437	Aggregate Estimation Over Dynamic Hidden Web Databases	2014	VLDB	4.3390134e-05
12,309	Privacy Preservation of Aggregates in Hidden Databases: Why and How?	2009	SIGMOD	4.1905499e-05
12,197	Randomized Generalization for Aggregate Suppression Over Hidden Web Databases	2011	VLDB	4.1905499e-05
7,890	Mining a Search Engine’s Corpus: Efficient Yet Unbiased Sampling and Aggregate Estimation	2011	SIGMOD	4.6205184e-05