FAST: Differentially Private Real-Time Aggregate Monitor with Filtering and Adaptive Sampling
Summary: FAST enables real-time differentially private sharing of aggregate time-series data using filtering and adaptive sampling. Adaptive strategies boost utility under DP for streaming and live data, enabling practical DP analytics on SIGMOD'13 datasets. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Liyue Fan
- 2. Li Xiong
- 3. Vaidy Sunderam
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,370 | Benchmarking the Utility of w-event Differential Privacy Mechanisms - When Baselines Become Mighty Competitors | 2023 | VLDB | 4.7451678e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 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 | 0.00053910987 |
| 713 | Differentially Private Aggregation of Distributed Time-Series with Transformation and Encryption | 2010 | SIGMOD | 0.00017691286 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,773 | Mining Frequent Patterns with Differential Privacy | 2013 | VLDB | 5.3300095e-05 |
| 5,753 | Practical Differential Privacy via Grouping and Smoothing | 2013 | VLDB | 5.33923e-05 |
| 1,791 | On-the-Fly Sharing for Streamed Aggregation | 2006 | SIGMOD | 0.0001052731 |
| 2,540 | Frequency Estimation under Local Differential Privacy | 2021 | VLDB | 8.5714554e-05 |
| 6,480 | Differential Privacy in Data Publication and Analysis | 2012 | SIGMOD | 5.0396886e-05 |
| 10,490 | Efficient and Accurate Differentially Private Cardinality Continual Releases | 2025 | SIGMOD | 4.1905499e-05 |
| 713 | Differentially Private Aggregation of Distributed Time-Series with Transformation and Encryption | 2010 | SIGMOD | 0.00017691286 |
| 8,791 | Dynamic Anonymization: Accurate Statistical Analysis with Privacy Preservation | 2008 | SIGMOD | 4.4459403e-05 |
| 2,900 | Pan-private Algorithms Via Statistics on Sketches | 2011 | PODS | 7.9455873e-05 |
| 2,086 | Differentially Private Event Sequences over Infinite Streams | 2014 | VLDB | 9.574212e-05 |