ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee

Summary: ATLANTIC is a database middleware that enforces differential privacy for SQL queries with provable accuracy, without modifying the DBMS. It scales to general SQL workloads and speeds queries via sampling, while maintaining compatibility with existing databases. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12464
Venue: VLDB
Year: 2021
Pagerank: 4.1945683e-05
Overall Rank: 11,514 | 19.90%
DOI: 10.14778/3476311.3476337

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 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
719	Understanding Hierarchical Methods for Differentially Private Histograms	2013	VLDB	0.00017626484
943	Wander Join: Online Aggregation via Random Walks	2016	SIGMOD	0.00015145883
1,204	VerdictDB: Universalizing Approximate Query Processing	2018	SIGMOD	0.00013319541
1,602	Calibrating Data to Sensitivity in Private Data Analysis: A Platform for Differentially-Private Analysis of Weighted Datasets	2014	VLDB	0.00011199166
1,738	PrivateSQL: A Differentially Private SQL Query Engine	2019	VLDB	0.00010720057
2,673	Shrinkwrap: Efficient SQL Query Processing in Differentially Private Data Federations	2019	VLDB	8.3333418e-05
3,104	Computing Local Sensitivities of Counting Queries with Joins	2020	SIGMOD	7.5578613e-05
8,418	Differentially Private Hierarchical Count-of-Counts Histograms	2018	VLDB	4.5183077e-05

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11,527	Catch a Blowfish Alive: A Demonstration of Policy-Aware Differential Privacy for Interactive Data Exploration	2021	VLDB	4.1945683e-05
7,417	DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance	2023	SIGMOD	4.7355114e-05
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
11,112	DOP-SQL: A General-purpose, High-utility, and Extensible Private SQL System	2024	VLDB	4.1945683e-05
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