Database Paper Browser

Back to papers

MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy

Summary: MTSP-LDP: w-event LDP framework for streaming publication beyond per-timestamp stats, supporting complex multi-task queries. Key idea: temporal-correlation-aware budget allocation plus adaptive private binary tree, grouping/smoothing, and budget-free multi-task processing for higher utility. (summarized by gpt-5-mini on Apr 11 2026)

Paper ID
7495
Venue
SIGMOD
Year
2026
Pagerank
4.1945683e-05
Overall Rank
10,184 | 29.16%
DOI
10.1145/3786669

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

Incoming Citations (Sorted by Pagerank)

Showing 0 of 0 citing papers.

Rank Citing Paper Year Venue Pagerank
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
43 Models and Issues in Data Stream Systems 2002 PODS 0.00072723062
715 Differentially Private Aggregation of Distributed Time-Series with Transformation and Encryption 2010 SIGMOD 0.00017725693
1,930 Marginal Release Under Local Differential Privacy 2018 SIGMOD 0.00010040732
2,082 Differentially Private Event Sequences over Infinite Streams 2014 VLDB 9.5834599e-05
2,555 Answering Multi-Dimensional Analytical Queries under Local Differential Privacy 2019 SIGMOD 8.5477878e-05
3,068 Answering Range Queries Under Local Differential Privacy 2019 SIGMOD 7.6171639e-05
3,433 LDP-IDS: Local Differential Privacy for Infinite Data Streams 2022 SIGMOD 7.0998035e-05
3,469 CGM: An Enhanced Mechanism for Streaming Data Collection with Local Differential Privacy 2021 VLDB 7.0674518e-05
7,371 Benchmarking the Utility of w-event Differential Privacy Mechanisms - When Baselines Become Mighty Competitors 2023 VLDB 4.7497236e-05
9,148 SPAS: Continuous Release of Data Streams under w-Event Differential Privacy 2025 SIGMOD 4.3849295e-05
9,150 Infinite Stream Estimation under Personalized w-Event Privacy 2025 VLDB 4.3849295e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
10,573 Privacy for Free: Leveraging Local Differential Privacy Perturbed Data from Multiple Services 2025 VLDB 4.1945683e-05
2,082 Differentially Private Event Sequences over Infinite Streams 2014 VLDB 9.5834599e-05
8,074 Set-valued Data Publication with Local Privacy: Tight Error Bounds and Efficient Mechanisms 2020 VLDB 4.5918992e-05
9,150 Infinite Stream Estimation under Personalized w-Event Privacy 2025 VLDB 4.3849295e-05
8,987 Differentially Private Stream Processing at Scale* 2024 VLDB 4.4144429e-05
11,744 ConTPL: Controlling Temporal Privacy Leakage in Differentially Private Continuous Data Release 2018 VLDB 4.1945683e-05
6,599 Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory 2024 SIGMOD 4.9973567e-05
10,041 A General Framework for Per-record Differential Privacy 2026 SIGMOD 4.1945683e-05
9,148 SPAS: Continuous Release of Data Streams under w-Event Differential Privacy 2025 SIGMOD 4.3849295e-05
3,433 LDP-IDS: Local Differential Privacy for Infinite Data Streams 2022 SIGMOD 7.0998035e-05