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: 4537
Venue: SIGMOD
Year: 2012
Pagerank: 0.00010922454
Overall Rank: 1,681 | 88.32%
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
451	Towards Practical Differential Privacy for SQL Queries	2018	VLDB	0.00022807098
1,446	PrivBayes: Private Data Release via Bayesian Networks	2014	SIGMOD	0.00011931212
1,607	Calibrating Data to Sensitivity in Private Data Analysis: A Platform for Differentially-Private Analysis of Weighted Datasets	2014	VLDB	0.00011171719
4,010	Adore: Differentially Oblivious Relational Database Operators	2023	VLDB	6.5355058e-05
4,664	PrivateClean: Data Cleaning and Differential Privacy	2016	SIGMOD	6.0058132e-05
4,668	Locating a Small Cluster Privately	2016	PODS	6.0047756e-05
5,264	PrivLava: Synthesizing Relational Data with Foreign Keys under Differential Privacy	2023	SIGMOD	5.5951175e-05
5,765	PrivGene: Differentially Private Model Fitting Using Genetic Algorithms	2013	SIGMOD	5.3354212e-05
8,837	Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration	2023	VLDB	4.4350633e-05
10,410	U-DPAP: Utility-aware Efficient Range Counting on Privacy-preserving Spatial Data Federation	2025	SIGMOD	4.1905499e-05
11,384	MIDE: Accuracy Aware Minimally Invasive Data Exploration For Decision Support	2022	VLDB	4.1905499e-05
11,531	Catch a Blowfish Alive: A Demonstration of Policy-Aware Differential Privacy for Interactive Data Exploration	2021	VLDB	4.1905499e-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
79	An Amateur's Introduction to Recursive Query Processing Strategies	1986	SIGMOD	0.00056010993
83	Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis	2009	SIGMOD	0.00053910987
178	Boosting the Accuracy of Differentially Private Histograms Through Consistency	2010	VLDB	0.00037726596
642	Private Analysis of Graph Structure	2011	VLDB	0.00018757732
713	Differentially Private Aggregation of Distributed Time-Series with Transformation and Encryption	2010	SIGMOD	0.00017691286
742	Optimizing Linear Counting Queries Under Differential Privacy	2010	PODS	0.00017336928
2,404	Attacks on Privacy and deFinetti's Theorem	2009	SIGMOD	8.8736984e-05
2,798	iReduct: Differential Privacy with Reduced Relative Errors	2011	SIGMOD	8.1092023e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
451	Towards Practical Differential Privacy for SQL Queries	2018	VLDB	0.00022807098
7,416	DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance	2023	SIGMOD	4.7309698e-05
2,791	CryptEpsilon: Crypto-Assisted Differential Privacy on Untrusted Servers	2020	SIGMOD	8.1198086e-05
957	Privacy Preserving OLAP	2005	SIGMOD	0.00015065499
1,740	PrivateSQL: A Differentially Private SQL Query Engine	2019	VLDB	0.00010696383
11,115	DOP-SQL: A General-purpose, High-utility, and Extensible Private SQL System	2024	VLDB	4.1905499e-05
6,480	Differential Privacy in Data Publication and Analysis	2012	SIGMOD	5.0396886e-05
6,969	Architecting a Differentially Private SQL Engine	2019	CIDR	4.8749348e-05
10,041	A General Framework for Per-record Differential Privacy	2026	SIGMOD	4.1905499e-05
83	Privacy Integrated Queries: An Extensible Platform for Privacy-Preserving Data Analysis	2009	SIGMOD	0.00053910987