GUPT: Privacy Preserving Data Analysis Made Easy

Summary: GUPT enables privacy-preserving data analysis by external agents without reengineering programs or trusting the analysis code. It provides differential privacy for arbitrary code, resists side-channel leaks, and uses a time-decay data-sensitivity model to allocate privacy levels and boost utility. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4536
Venue: SIGMOD
Year: 2012
Pagerank: 0.00010929746
Overall Rank: 1,681 | 88.31%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
453	Towards Practical Differential Privacy for SQL Queries	2018	VLDB	0.00022741848
1,446	PrivBayes: Private Data Release via Bayesian Networks	2014	SIGMOD	0.0001194108
1,602	Calibrating Data to Sensitivity in Private Data Analysis: A Platform for Differentially-Private Analysis of Weighted Datasets	2014	VLDB	0.00011199166
4,036	Adore: Differentially Oblivious Relational Database Operators	2023	VLDB	6.5089579e-05
4,668	PrivateClean: Data Cleaning and Differential Privacy	2016	SIGMOD	6.0115918e-05
4,679	Locating a Small Cluster Privately	2016	PODS	6.0044653e-05
5,349	PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy	2023	SIGMOD	5.553869e-05
5,752	PrivGene: Differentially Private Model Fitting Using Genetic Algorithms	2013	SIGMOD	5.340562e-05
8,837	Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration	2023	VLDB	4.4393184e-05
10,399	U-DPAP: Utility-aware Efficient Range Counting on Privacy-preserving Spatial Data Federation	2025	SIGMOD	4.1945683e-05
11,382	MIDE: Accuracy Aware Minimally Invasive Data Exploration For Decision Support	2022	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

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
77	An Amateur's Introduction to Recursive Query Processing Strategies	1986	SIGMOD	0.00057043861
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
642	Private Analysis of Graph Structure	2011	VLDB	0.00018755196
715	Differentially Private Aggregation of Distributed Time-Series with Transformation and Encryption	2010	SIGMOD	0.00017725693
742	Optimizing Linear Counting Queries Under Differential Privacy	2010	PODS	0.00017360873
2,406	Attacks on Privacy and deFinetti's Theorem	2009	SIGMOD	8.8811954e-05
2,776	iReduct: Differential Privacy with Reduced Relative Errors	2011	SIGMOD	8.1326122e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
453	Towards Practical Differential Privacy for SQL Queries	2018	VLDB	0.00022741848
7,417	DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance	2023	SIGMOD	4.7355114e-05
2,806	CryptEpsilon: Crypto-Assisted Differential Privacy on Untrusted Servers	2020	SIGMOD	8.0911177e-05
955	Privacy Preserving OLAP	2005	SIGMOD	0.00015075131
1,738	PrivateSQL: A Differentially Private SQL Query Engine	2019	VLDB	0.00010720057
11,112	DOP-SQL: A General-purpose, High-utility, and Extensible Private SQL System	2024	VLDB	4.1945683e-05
6,486	Differential Privacy in Data Publication and Analysis	2012	SIGMOD	5.0445043e-05
6,970	Architecting a Differentially Private SQL Engine	2019	CIDR	4.8796169e-05
10,041	A General Framework for Per-record Differential Privacy	2026	SIGMOD	4.1945683e-05
83	Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis	2009	SIGMOD	0.00053933811