MaskIt: Privately Releasing User Context Streams for Personalized Mobile Applications
Summary: MaskIt filters context streams to privately preserve user privacy while enabling personalized apps. Two novel privacy checks decide release vs suppression under adversaries with system knowledge; validated on 91 real traces. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Michaela Götz
- 2. Suman Nath
- 3. Johannes Gehrke
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,809 | LocLok: Location Cloaking with Differential Privacy via Hidden Markov Model | 2017 | VLDB | 4.1945683e-05 |
| 12,054 | Utility-Maximizing Event Stream Suppression | 2013 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 509 | On Active Learning of Record Matching Packages | 2010 | SIGMOD | 0.00021409518 |
| 1,382 | Minimality Attack in Privacy Preserving Data Publishing | 2007 | VLDB | 0.00012281313 |
| 2,406 | Attacks on Privacy and deFinetti's Theorem | 2009 | SIGMOD | 8.8811954e-05 |
| 3,139 | Private Queries in Location Based Services: Anonymizers are not Necessary | 2008 | SIGMOD | 7.487098e-05 |
| 3,258 | Towards Robustness in Query Auditing | 2006 | VLDB | 7.3150323e-05 |
| 6,675 | On the Complexity of Privacy-Preserving Complex Event Processing | 2011 | PODS | 4.9660198e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,381 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB | 7.1604078e-05 |
| 10,480 | Efficient and Accurate Differentially Private Cardinality Continual Releases | 2025 | SIGMOD | 4.1945683e-05 |
| 1,382 | Minimality Attack in Privacy Preserving Data Publishing | 2007 | VLDB | 0.00012281313 |
| 4,509 | Privacy Skyline: Privacy with Multidimensional Adversarial Knowledge | 2007 | VLDB | 6.1270304e-05 |
| 12,058 | Fine-Grained Disclosure Control for App Ecosystems | 2013 | SIGMOD | 4.1945683e-05 |
| 8,352 | Privacy-MaxEnt: Integrating Background Knowledge in Privacy Quantification | 2008 | SIGMOD | 4.5386781e-05 |
| 8,309 | Personalized Privacy Protection in Social Networks | 2011 | VLDB | 4.5435639e-05 |
| 6,898 | Disclosure-Compliant Query Answering | 2024 | SIGMOD | 4.8925595e-05 |
| 2,682 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3202837e-05 |
| 13,512 | Mask: A System for Privacy-Preserving Policy-Based Access to Published Content | 2010 | SIGMOD | - |