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: 3612
Venue: SIGMOD
Year: 2004
Pagerank: 0.00012248135
Overall Rank: 1,088 | 92.54%
DOI: 10.1145/1007568.1007633

Incoming Non-self Citations Over Time

Authors

1. Gerome Miklau (University of Washington)
2. Dan Suciu (University of Washington)

BibTeX Citation

@inproceedings{miklau_sigmod04,
        title = {{A Formal Analysis of Information Disclosure in Data Exchange}},
        author = {Miklau, Gerome and Suciu, Dan},
        series = {{SIGMOD} '04},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1007568.1007633},
        url = {https://dl.acm.org/doi/10.1145/1007568.1007633},
        year = {2004}
}

Incoming Citations (Sorted by Pagerank)

Showing 22 of 22 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
574	Management of Probabilistic Data: Foundations and Challenges	2007	PODS	0.00016278855
855	Relationship Privacy: Output Perturbation for Queries with Joins	2009	PODS	0.00013579513
1,669	Injecting Utility into Anonymized Datasets	2006	SIGMOD	0.00010050522
2,255	Attacks on Privacy and deFinetti's Theorem	2009	SIGMOD	8.8595313e-05
2,936	Materialized Views in Probabilistic Databases: For Information Exchange and Query Optimization	2007	VLDB	7.9437689e-05
3,050	Event Queries on Correlated Probabilistic Streams	2008	SIGMOD	7.8140428e-05
3,375	Bayesian Differential Privacy on Correlated Data	2015	SIGMOD	7.4639817e-05
3,845	Checking for k-Anonymity Violation by Views	2005	VLDB	7.0779843e-05
3,974	Epistemic Privacy	2008	PODS	6.9803508e-05
4,037	Privacy Skyline: Privacy with Multidimensional Adversarial Knowledge	2007	VLDB	6.9431497e-05
4,159	On the Efficiency of Checking Perfect Privacy	2006	PODS	6.8626218e-05
5,731	Secure XML Publishing without Information Leakage in the Presence of Data Inference	2004	VLDB	6.106721e-05
6,419	Provenance Views for Module Privacy	2011	PODS	5.8819368e-05
7,115	Efficient Secure Query Evaluation over Encrypted XML Databases	2006	VLDB	5.6982148e-05
8,784	Data Publishing against Realistic Adversaries	2009	VLDB	5.3736002e-05
8,792	Auditing Disclosure by Relevance Ranking	2007	SIGMOD	5.3714948e-05
9,228	Enabling Personal Consent in Databases	2022	VLDB	5.3018457e-05
9,838	Don’t Be a Tattle-Tale: Preventing Leakages through Data Dependencies on Access Control Protected Data	2022	VLDB	5.2103651e-05
10,421	A Game Theory Approach for Negotiating in Data Marketplaces	2026	SIGMOD	5.093636e-05
12,291	On Scaling Up Sensitive Data Auditing	2013	VLDB	5.093636e-05
12,391	Whodunit: An Auditing Tool for Detecting Data Breaches	2011	VLDB	5.093636e-05
12,545	Publishing Naive Bayesian Classifiers: Privacy without Accuracy Loss	2009	VLDB	5.093636e-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
280	Selectivity Estimation using Probabilistic Models	2001	SIGMOD	0.00022454217
853	Queries Independent of Updates	1993	VLDB	0.00013587101
1,314	Independence of Logic Database Queries and Updates	1990	PODS	0.00011182427
1,489	Constraint Checking with Partial Information	1994	PODS	0.00010612225
6,123	Algebraic Versus Probabilistic Independence in Data Bases (Extended Abstract)	1985	PODS	5.9685027e-05

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1	2,509	Foundations of Probabilistic Answers to Queries	2005	SIGMOD
2	4,531	Distributed Privacy Preserving Information Sharing	2005	VLDB
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4	14,442	Relative Knowledge in a Distributed Database (Extended Abstract)	1987	PODS
5	8,564	Resolving the Tension between Integrity and Security Using a Theorem Prover	1988	SIGMOD
6	1,746	The Boundary Between Privacy and Utility in Data Publishing	2007	VLDB
7	7,850	Differentially Private Data Release over Multiple Tables	2023	PODS
8	3,974	Epistemic Privacy	2008	PODS
9	6,365	Explainable Security for Relational Databases	2014	SIGMOD
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