A Formal Analysis of Information Disclosure in Data Exchange

Summary: Introduces an information-theoretic criterion for query-view security, enabling precise assessment of V's disclosure about S. Covers collusion, prior knowledge, and partial disclosures; yields decidability results and a logic-probability framework. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 3550
Venue: SIGMOD
Year: 2004
Pagerank: 0.00014210752
Overall Rank: 1,083 | 92.47%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Gerome Miklau
2. Dan Suciu

Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
505	Relationship Privacy: Output Perturbation for Queries with Joins	2009	PODS	0.00021491332
627	Management of Probabilistic Data: Foundations and Challenges	2007	PODS	0.00018959005
1,633	Injecting Utility into Anonymized Datasets	2006	SIGMOD	0.00011060784
2,406	Attacks on Privacy and deFinetti's Theorem	2009	SIGMOD	8.8811954e-05
2,625	Epistemic Privacy	2008	PODS	8.4317678e-05
3,172	Bayesian Differential Privacy on Correlated Data	2015	SIGMOD	7.4411955e-05
3,398	Event Queries on Correlated Probabilistic Streams	2008	SIGMOD	7.141911e-05
3,785	Checking for k-Anonymity Violation by Views	2005	VLDB	6.7690512e-05
4,509	Privacy Skyline: Privacy with Multidimensional Adversarial Knowledge	2007	VLDB	6.1270304e-05
4,570	On the Efficiency of Checking Perfect Privacy	2006	PODS	6.0780779e-05
5,089	Secure XML Publishing without Information Leakage in the Presence of Data Inference	2004	VLDB	5.7071771e-05
6,515	Provenance Views for Module Privacy	2011	PODS	5.0321577e-05
6,962	Efficient Secure Query Evaluation over Encrypted XML Databases	2006	VLDB	4.883323e-05
8,438	Data Publishing against Realistic Adversaries	2009	VLDB	4.5131088e-05
8,515	Auditing Disclosure by Relevance Ranking	2007	SIGMOD	4.4944066e-05
9,130	Enabling Personal Consent in Databases	2022	VLDB	4.3900952e-05
9,673	Don’t Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data	2022	VLDB	4.3055474e-05
10,132	A Game Theory Approach for Negotiating in Data Marketplaces	2026	SIGMOD	4.1945683e-05
12,094	On Scaling Up Sensitive Data Auditing	2013	VLDB	4.1945683e-05
12,196	Whodunit: An Auditing Tool for Detecting Data Breaches	2011	VLDB	4.1945683e-05
12,352	Publishing Naive Bayesian Classifiers: Privacy without Accuracy Loss	2009	VLDB	4.1945683e-05
12,476	Materialized Views in Probabilistic Databases	2007	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
372	Selectivity Estimation using Probabilistic Models	2001	SIGMOD	0.00025354779
938	Queries Independent of Updates	1993	VLDB	0.00015197786
1,189	Independence of Logic Database Queries and Updates	1990	PODS	0.00013441514
1,578	Constraint Checking with Partial Information	1994	PODS	0.00011284233
5,213	Algebraic Versus Probabilistic Independence in Data Bases (Extended Abstract)	1985	PODS	5.6252544e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
2,560	Foundations of Probabilistic Answers to Queries	2005	SIGMOD	8.5402003e-05
4,170	Distributed Privacy Preserving Information Sharing	2005	VLDB	6.3899742e-05
3,502	Data Exchange and Incomplete Information	2006	PODS	7.0366655e-05
14,242	Relative Knowledge in a Distributed Database (Extended Abstract)	1987	PODS	-
8,333	Resolving the Tension between Integrity and Security Using a Theorem Prover	1988	SIGMOD	4.5435639e-05
1,761	The Boundary Between Privacy and Utility in Data Publishing	2007	VLDB	0.00010651764
7,864	Differentially Private Data Release over Multiple Tables	2023	PODS	4.6327272e-05
2,625	Epistemic Privacy	2008	PODS	8.4317678e-05
6,606	Explainable Security for Relational Databases	2014	SIGMOD	4.996456e-05
1,862	Information Sharing Across Private Databases	2003	SIGMOD	0.00010286859