Privacy-Aware Data Management in Information Networks

Summary: Survey of privacy-aware data management in information networks, balancing analytics with protecting identities. Addresses enterprise privacy and personalized awareness, listing threats, attacks, and network-specific privacy-preserving mechanisms. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4533
Venue: SIGMOD
Year: 2011
Pagerank: 5.9210809e-05
Overall Rank: 6,304 | 56.75%
DOI: 10.1145/1989323.1989453

Incoming Non-self Citations Over Time

Authors

1. Michael Hay (Cornell University)
2. Kun Liu (Yahoo)
3. Gerome Miklau (University of Massachusetts Amherst)
4. Jian Pei (Simon Fraser University)
5. Evimaria Terzi (Boston University)

BibTeX Citation

@inproceedings{hay_sigmod11,
        title = {{Privacy-Aware Data Management in Information Networks}},
        author = {Hay, Michael and Liu, Kun and Miklau, Gerome and Pei, Jian and Terzi, Evimaria},
        series = {{SIGMOD} '11},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/1989323.1989453},
        url = {https://dl.acm.org/doi/10.1145/1989323.1989453},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,220	Calibrating Data to Sensitivity in Private Data Analysis: A Platform for Differentially-Private Analysis of Weighted Datasets	2014	VLDB	0.00011619529
5,613	Differential Privacy in the Wild: A Tutorial on Current Practices & Open Challenges	2017	SIGMOD	6.1501263e-05
6,370	Differential Privacy in the Wild: A tutorial on current practices & open challenges	2016	VLDB	5.8973335e-05
11,682	Practical Security and Privacy for Database Systems	2021	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
121	Boosting the Accuracy of Differentially Private Histograms Through Consistency	2010	VLDB	0.00031639377
855	Relationship Privacy: Output Perturbation for Queries with Joins	2009	PODS	0.00013579513
985	Towards Identity Anonymization on Graphs	2008	SIGMOD	0.00012818114
1,230	No Free Lunch in Data Privacy	2011	SIGMOD	0.00011572271
1,326	Resisting Structural Re-identification in Anonymized Social Networks	2008	VLDB	0.00011145219
2,430	Anonymizing Bipartite Graph Data using Safe Groupings	2008	VLDB	8.5885381e-05
2,909	K-Automorphism: A General Framework for Privacy Preserving Network Publication	2009	VLDB	7.9708764e-05
3,810	Personalized Social Recommendations - Accurate or Private?	2011	VLDB	7.1068237e-05
4,125	Class-based graph anonymization for social network data	2009	VLDB	6.886347e-05
5,227	K-Isomorphism: Privacy Preserving Network Publication against Structural Attacks	2010	SIGMOD	6.3085805e-05

Semantically Similar Papers

#	Overall Rank	Paper	Year	Venue
1	6,370	Differential Privacy in the Wild: A tutorial on current practices & open challenges	2016	VLDB
2	1,326	Resisting Structural Re-identification in Anonymized Social Networks	2008	VLDB
3	8,545	Personalized Privacy Protection in Social Networks	2011	VLDB
4	11,682	Practical Security and Privacy for Database Systems	2021	SIGMOD
5	4,531	Distributed Privacy Preserving Information Sharing	2005	VLDB
6	13,847	Models and Methods for Privacy-Preserving Data Publishing and Analysis (Invited Tutorial)	2005	PODS
7	12,347	Secure and Privacy-Preserving Data Services in the Cloud: A Data Centric View	2012	VLDB
8	2,397	Personalized Privacy Preservation	2006	SIGMOD
9	6,441	Differential Privacy in Data Publication and Analysis	2012	SIGMOD
10	12,834	Privacy-Enhanced Data Management for Next-Generation e-Commerce	2003	VLDB