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 |
|---|---|---|---|---|
| 11,817 | LocLok: Location Cloaking with Differential Privacy via Hidden Markov Model | 2017 | VLDB | 4.1905499e-05 |
| 12,062 | Utility-Maximizing Event Stream Suppression | 2013 | SIGMOD | 4.1905499e-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 |
|---|---|---|---|---|
| 507 | On Active Learning of Record Matching Packages | 2010 | SIGMOD | 0.00021474096 |
| 1,382 | Minimality Attack in Privacy Preserving Data Publishing | 2007 | VLDB | 0.00012270633 |
| 2,404 | Attacks on Privacy and deFinetti's Theorem | 2009 | SIGMOD | 8.8736984e-05 |
| 3,148 | Private Queries in Location Based Services: Anonymizers are not Necessary | 2008 | SIGMOD | 7.4821168e-05 |
| 3,264 | Towards Robustness in Query Auditing | 2006 | VLDB | 7.3073465e-05 |
| 6,678 | On the Complexity of Privacy-Preserving Complex Event Processing | 2011 | PODS | 4.961249e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,382 | Privacy-preserving Anonymization of Set-valued Data | 2008 | VLDB | 7.1538038e-05 |
| 10,490 | Efficient and Accurate Differentially Private Cardinality Continual Releases | 2025 | SIGMOD | 4.1905499e-05 |
| 1,382 | Minimality Attack in Privacy Preserving Data Publishing | 2007 | VLDB | 0.00012270633 |
| 4,512 | Privacy Skyline: Privacy with Multidimensional Adversarial Knowledge | 2007 | VLDB | 6.1188233e-05 |
| 12,066 | Fine-Grained Disclosure Control for App Ecosystems | 2013 | SIGMOD | 4.1905499e-05 |
| 8,348 | Privacy-MaxEnt: Integrating Background Knowledge in Privacy Quantification | 2008 | SIGMOD | 4.5343355e-05 |
| 8,303 | Personalized Privacy Protection in Social Networks | 2011 | VLDB | 4.5392079e-05 |
| 6,901 | Disclosure-Compliant Query Answering | 2024 | SIGMOD | 4.8878659e-05 |
| 2,656 | Personalized Privacy Preservation | 2006 | SIGMOD | 8.3636527e-05 |
| 13,525 | Mask: A System for Privacy-Preserving Policy-Based Access to Published Content | 2010 | SIGMOD | - |