LDP-IDS: Local Differential Privacy for Infinite Data Streams

Summary: LDP-IDS: a w-event local differential privacy framework for infinite data streams. Online adaptive population division with recycling reduces noise and communication, enabling practical privacy across analytics with theoretical guarantees. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6496
Venue: SIGMOD
Year: 2022
Pagerank: 7.0998035e-05
Overall Rank: 3,433 | 76.12%
DOI: 10.1145/3514221.3526190

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 9 of 9 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,459	Practical Differentially Private and Byzantine-resilient Federated Learning	2023	SIGMOD	5.0556005e-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
7,484	Privacy Amplification via Shuffling: Unified, Simplified, and Tightened	2024	VLDB	4.7180617e-05
9,150	Infinite Stream Estimation under Personalized w-Event Privacy	2025	VLDB	4.3849295e-05
10,153	Defense against Poisoning Attacks under Shuffle-DP	2026	SIGMOD	4.1945683e-05
10,162	Enhancing Local Differential Privacy Accuracy by Exploiting Inherent Uncertainty	2026	SIGMOD	4.1945683e-05
10,184	MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy	2026	SIGMOD	4.1945683e-05
10,728	Continuous Publication of Weighted Graphs with Local Differential Privacy	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 8 of 8 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
453	Towards Practical Differential Privacy for SQL Queries	2018	VLDB	0.00022741848
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
2,540	Frequency Estimation under Local Differential Privacy	2021	VLDB	8.5797299e-05
2,555	Answering Multi-Dimensional Analytical Queries under Local Differential Privacy	2019	SIGMOD	8.5477878e-05
3,399	Answering Range Queries Under Local Differential Privacy	2019	VLDB	7.1408089e-05
3,469	CGM: An Enhanced Mechanism for Streaming Data Collection with Local Differential Privacy	2021	VLDB	7.0674518e-05

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
5,229	Improving Utility and Security of the Shuffler-based Differential Privacy	2020	VLDB	5.6154535e-05
8,074	Set-valued Data Publication with Local Privacy: Tight Error Bounds and Efficient Mechanisms	2020	VLDB	4.5918992e-05
7,401	Frequency Estimation Under Multiparty Differential Privacy: One-shot and Streaming	2022	VLDB	4.7397228e-05
11,227	On the Risks of Collecting Multidimensional Data Under Local Differential Privacy	2023	VLDB	4.1945683e-05
10,041	A General Framework for Per-record Differential Privacy	2026	SIGMOD	4.1945683e-05
9,150	Infinite Stream Estimation under Personalized w-Event Privacy	2025	VLDB	4.3849295e-05
2,082	Differentially Private Event Sequences over Infinite Streams	2014	VLDB	9.5834599e-05
6,599	Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory	2024	SIGMOD	4.9973567e-05
10,184	MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy	2026	SIGMOD	4.1945683e-05