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)
Incoming Non-self Citations Over Time
Authors
- 1. Michael Hay
- 2. Kun Liu
- 3. Gerome Miklau
- 4. Jian Pei
- 5. Evimaria Terzi
Incoming Citations (Sorted by Pagerank)
Showing 4 of 4 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,607 | Calibrating Data to Sensitivity in Private Data Analysis: A Platform for Differentially-Private Analysis of Weighted Datasets | 2014 | VLDB | 0.00011171719 |
| 5,552 | Differential Privacy in the Wild: A tutorial on current practices & open challenges | 2016 | VLDB | 5.4413452e-05 |
| 5,700 | Differential Privacy in the Wild: A Tutorial on Current Practices & Open Challenges | 2017 | SIGMOD | 5.3655082e-05 |
| 11,488 | Practical Security and Privacy for Database Systems | 2021 | SIGMOD | 4.1905499e-05 |
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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 |
|---|---|---|---|---|
| 178 | Boosting the Accuracy of Differentially Private Histograms Through Consistency | 2010 | VLDB | 0.00037726596 |
| 506 | Relationship Privacy: Output Perturbation for Queries with Joins | 2009 | PODS | 0.00021481335 |
| 800 | Towards Identity Anonymization on Graphs | 2008 | SIGMOD | 0.00016463554 |
| 1,463 | No Free Lunch in Data Privacy | 2011 | SIGMOD | 0.00011856229 |
| 1,571 | Resisting Structural Re-identification in Anonymized Social Networks | 2008 | VLDB | 0.000113084 |
| 2,721 | Anonymizing Bipartite Graph Data using Safe Groupings | 2008 | VLDB | 8.2331032e-05 |
| 3,169 | K-Automorphism: A General Framework for Privacy Preserving Network Publication | 2009 | VLDB | 7.4545379e-05 |
| 3,875 | Personalized Social Recommendations - Accurate or Private? | 2011 | VLDB | 6.6704791e-05 |
| 4,346 | Class-based graph anonymization for social network data | 2009 | VLDB | 6.2588738e-05 |
| 5,360 | K-Isomorphism: Privacy Preserving Network Publication against Structural Attacks | 2010 | SIGMOD | 5.5477372e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,571 | Resisting Structural Re-identification in Anonymized Social Networks | 2008 | VLDB | 0.000113084 |
| 5,552 | Differential Privacy in the Wild: A tutorial on current practices & open challenges | 2016 | VLDB | 5.4413452e-05 |
| 8,303 | Personalized Privacy Protection in Social Networks | 2011 | VLDB | 4.5392079e-05 |
| 11,488 | Practical Security and Privacy for Database Systems | 2021 | SIGMOD | 4.1905499e-05 |
| 4,167 | Distributed Privacy Preserving Information Sharing | 2005 | VLDB | 6.3839369e-05 |
| 13,660 | Models and Methods for Privacy-Preserving Data Publishing and Analysis (Invited Tutorial) | 2005 | PODS | - |
| 12,159 | Secure and Privacy-Preserving Data Services in the Cloud: A Data Centric View | 2012 | VLDB | 4.1905499e-05 |
| 2,656 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3636527e-05 |
| 6,480 | Differential Privacy in Data Publication and Analysis | 2012 | SIGMOD | 5.0396886e-05 |
| 12,650 | Privacy-Enhanced Data Management for Next-Generation e-Commerce | 2003 | VLDB | 4.1905499e-05 |