Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis

Summary: PINQ is an extensible platform for privacy-preserving data analysis that enforces end-to-end differential privacy via a declarative SQL-like language. The platform provides unconditional DP guarantees, letting analysts work on raw data with only aggregated outputs. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4106
Venue: SIGMOD
Year: 2009
Pagerank: 0.00053933811
Overall Rank: 83 | 99.43%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Frank McSherry

Incoming Citations (Sorted by Pagerank)

Showing 27 of 77 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,872	FAST: Differentially Private Real-Time Aggregate Monitor with Filtering and Adaptive Sampling	2013	SIGMOD	4.4316057e-05
9,047	Secure and Policy-Compliant Query Processing on Heterogeneous Computational Storage Architectures	2022	SIGMOD	4.4039656e-05
9,148	SPAS: Continuous Release of Data Streams under w-Event Differential Privacy	2025	SIGMOD	4.3849295e-05
9,195	DPSAaS: Multi-Dimensional Data Sharing and Analytics as Services under Local Differential Privacy	2019	VLDB	4.3756951e-05
9,336	Small Domain Randomization: Same Privacy, More Utility	2010	VLDB	4.3556432e-05
9,417	Free Gap Information from the Differentially Private Sparse Vector and Noisy Max Mechanisms	2020	VLDB	4.3441378e-05
9,592	HDPView: Differentially Private Materialized View for Exploring High Dimensional Relational Data	2022	VLDB	4.3202988e-05
9,766	DPXPlain: Privately Explaining Aggregate Query Answers	2023	VLDB	4.2856106e-05
9,796	DP-starJ: A Differential Private Scheme towards Analytical Star-Join Queries	2023	SIGMOD	4.2818172e-05
10,015	Differentially Private Explanations for Clusters	2026	SIGMOD	4.1945683e-05
10,153	Defense against Poisoning Attacks under Shuffle-DP	2026	SIGMOD	4.1945683e-05
10,262	Understanding Disclosure Risk in Differential Privacy with Applications to Noise Calibration and Auditing	2026	VLDB	4.1945683e-05
10,399	U-DPAP: Utility-aware Efficient Range Counting on Privacy-preserving Spatial Data Federation	2025	SIGMOD	4.1945683e-05
10,499	Privacy and Accuracy-Aware AI/ML Model Deduplication	2025	SIGMOD	4.1945683e-05
10,653	Alchemy: A Query Optimization Framework for Oblivious SQL	2025	VLDB	4.1945683e-05
10,664	Calibrating Noise for Group Privacy in Subsampled Mechanisms	2025	VLDB	4.1945683e-05
10,728	Continuous Publication of Weighted Graphs with Local Differential Privacy	2025	VLDB	4.1945683e-05
11,032	SWAT: A System-Wide Approach to Tunable Leakage Mitigation in Encrypted Data Stores	2024	VLDB	4.1945683e-05
11,043	Uldp-FL: Federated Learning with Across-Silo User-Level Differential Privacy	2024	VLDB	4.1945683e-05
11,112	DOP-SQL: A General-purpose, High-utility, and Extensible Private SQL System	2024	VLDB	4.1945683e-05
11,163	Universal Private Estimators	2023	PODS	4.1945683e-05
11,382	MIDE: Accuracy Aware Minimally Invasive Data Exploration For Decision Support	2022	VLDB	4.1945683e-05
11,484	Practical Security and Privacy for Database Systems	2021	SIGMOD	4.1945683e-05
11,514	ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee	2021	VLDB	4.1945683e-05
11,527	Catch a Blowfish Alive: A Demonstration of Policy-Aware Differential Privacy for Interactive Data Exploration	2021	VLDB	4.1945683e-05
12,050	The Power of Data Use Management in Action	2013	SIGMOD	4.1945683e-05
12,160	Database Access Control & Privacy: Is There A Common Ground?	2011	CIDR	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
40	Privacy-Preserving Data Mining	2000	SIGMOD	0.00074232718
111	Privacy, Accuracy, and Consistency Too: A Holistic Solution to Contingency Table Release	2007	PODS	0.00047073785
225	Generalizing Data to Provide Anonymity when Disclosing Information	1998	PODS	0.00032707646
568	Practical Privacy: The SuLQ Framework	2005	PODS	0.00019949368
634	m-Invariance: Towards Privacy Preserving Re-publication of Dynamic Datasets	2007	SIGMOD	0.00018895628

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
4,668	PrivateClean: Data Cleaning and Differential Privacy	2016	SIGMOD	6.0115918e-05
7,064	Residual Sensitivity for Differentially Private Multi-Way Joins	2021	SIGMOD	4.8450749e-05
10,041	A General Framework for Per-record Differential Privacy	2026	SIGMOD	4.1945683e-05
1,681	GUPT: Privacy Preserving Data Analysis Made Easy	2012	SIGMOD	0.00010929746
6,486	Differential Privacy in Data Publication and Analysis	2012	SIGMOD	5.0445043e-05
7,417	DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance	2023	SIGMOD	4.7355114e-05
453	Towards Practical Differential Privacy for SQL Queries	2018	VLDB	0.00022741848
1,602	Calibrating Data to Sensitivity in Private Data Analysis: A Platform for Differentially-Private Analysis of Weighted Datasets	2014	VLDB	0.00011199166
6,970	Architecting a Differentially Private SQL Engine	2019	CIDR	4.8796169e-05
1,738	PrivateSQL: A Differentially Private SQL Query Engine	2019	VLDB	0.00010720057