SPAS: Continuous Release of Data Streams under w-Event Differential Privacy
Summary: SPAS enables continuous data release under w-event DP with data-dependent sliding-window publishing, reducing error. It uses a weighted sparse-vector technique to adapt sampling and budget, enabling release and range queries on diverse streams. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Xiaochen Li
- 2. Tianyu Li
- 3. Yitian Cheng
- 4. Chen Gong
- 5. Kui Ren
- 6. Zhan Qin
- 7. Tianhao Wang
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,184 | MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy | 2026 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 83 | Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis | 2009 | SIGMOD | 0.00053933811 |
| 166 | Approximate Frequency Counts over Data Streams | 2002 | VLDB | 0.00039361552 |
| 1,941 | Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing | 2018 | SIGMOD | 0.00010017745 |
| 2,082 | Differentially Private Event Sequences over Infinite Streams | 2014 | VLDB | 9.5834599e-05 |
| 2,758 | Understanding the Sparse Vector Technique for Differential Privacy | 2017 | VLDB | 8.1653216e-05 |
| 6,599 | Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory | 2024 | SIGMOD | 4.9973567e-05 |
| 7,371 | Benchmarking the Utility of w-event Differential Privacy Mechanisms - When Baselines Become Mighty Competitors | 2023 | VLDB | 4.7497236e-05 |
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