Differentially Private Event Sequences over Infinite Streams

Summary: Introduces w-event differential privacy for infinite streams, protecting any event sequence within w successive time instants. Presents two DP mechanisms for stream-length-independent statistics; real-data experiments show practicality. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10775
Venue: VLDB
Year: 2014
Pagerank: 9.5834599e-05
Overall Rank: 2,082 | 85.52%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
3,433	LDP-IDS: Local Differential Privacy for Infinite Data Streams	2022	SIGMOD	7.0998035e-05
5,497	Real-World Trajectory Sharing with Local Differential Privacy	2021	VLDB	5.4752255e-05
6,599	Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory	2024	SIGMOD	4.9973567e-05
7,196	Longshot: Indexing Growing Databases using MPC and Differential Privacy	2023	VLDB	4.8036487e-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
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
10,909	Continual Release of Differentially Private Synthetic Data from Longitudinal Data Collections	2024	PODS	4.1945683e-05
11,744	ConTPL: Controlling Temporal Privacy Leakage in Differentially Private Continuous Data Release	2018	VLDB	4.1945683e-05

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
178	Boosting the Accuracy of Differentially Private Histograms Through Consistency	2010	VLDB	0.00037697111
715	Differentially Private Aggregation of Distributed Time-Series with Transformation and Encryption	2010	SIGMOD	0.00017725693
1,567	PrivBasis: Frequent Itemset Mining with Differential Privacy	2012	VLDB	0.0001133268
2,685	On Differentially Private Frequent Itemset Mining	2013	VLDB	8.3070708e-05
2,776	iReduct: Differential Privacy with Reduced Relative Errors	2011	SIGMOD	8.1326122e-05
2,894	Pan-private Algorithms Via Statistics on Sketches	2011	PODS	7.9474698e-05

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Overall Rank	Paper	Year	Venue	Pagerank
5,885	Continual Observation of Joins under Differential Privacy	2024	SIGMOD	5.2880878e-05
8,074	Set-valued Data Publication with Local Privacy: Tight Error Bounds and Efficient Mechanisms	2020	VLDB	4.5918992e-05
10,184	MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy	2026	SIGMOD	4.1945683e-05
6,675	On the Complexity of Privacy-Preserving Complex Event Processing	2011	PODS	4.9660198e-05
10,480	Efficient and Accurate Differentially Private Cardinality Continual Releases	2025	SIGMOD	4.1945683e-05
9,148	SPAS: Continuous Release of Data Streams under w-Event Differential Privacy	2025	SIGMOD	4.3849295e-05
5,267	Practical Differential Privacy via Grouping and Smoothing	2013	VLDB	5.5972313e-05
3,433	LDP-IDS: Local Differential Privacy for Infinite Data Streams	2022	SIGMOD	7.0998035e-05
7,371	Benchmarking the Utility of w-event Differential Privacy Mechanisms - When Baselines Become Mighty Competitors	2023	VLDB	4.7497236e-05
9,150	Infinite Stream Estimation under Personalized w-Event Privacy	2025	VLDB	4.3849295e-05