Differential Privacy in the Wild: A tutorial on current practices & open challenges

Summary: Tutorial on differential privacy: foundations and state-of-the-art private algorithms for tabular data, plus real-world applications. Explores practical adoption barriers in industry/government and open challenges for applying DP to complex data and deployments. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11297
Venue: VLDB
Year: 2016
Pagerank: 5.4413452e-05
Overall Rank: 5,552 | 61.42%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 2 of 2 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,935	Marginal Release Under Local Differential Privacy	2018	SIGMOD	0.00010033955
5,700	Differential Privacy in the Wild: A Tutorial on Current Practices & Open Challenges	2017	SIGMOD	5.3655082e-05

Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
137	Revealing Information while Preserving Privacy	2003	PODS	0.00042381562
178	Boosting the Accuracy of Differentially Private Histograms Through Consistency	2010	VLDB	0.00037726596
567	Practical Privacy: The SuLQ Framework	2005	PODS	0.00019940193
714	Understanding Hierarchical Methods for Differentially Private Histograms	2013	VLDB	0.00017670757
742	Optimizing Linear Counting Queries Under Differential Privacy	2010	PODS	0.00017336928
1,446	PrivBayes: Private Data Release via Bayesian Networks	2014	SIGMOD	0.00011931212
1,463	No Free Lunch in Data Privacy	2011	SIGMOD	0.00011856229
1,566	PrivBasis: Frequent Itemset Mining with Differential Privacy	2012	VLDB	0.00011324162
1,928	A Data- and Workload-Aware Algorithm for Range Queries Under Differential Privacy	2014	VLDB	0.00010062105
2,228	Blowfish Privacy: Tuning Privacy-Utility Trade-offs using Policies	2014	SIGMOD	9.2488181e-05
2,688	On Differentially Private Frequent Itemset Mining	2013	VLDB	8.3012815e-05
3,266	Private Multiplicative Weights Beyond Linear Queries	2015	PODS	7.3045296e-05
3,912	DPT: Differentially Private Trajectory Synthesis Using Hierarchical Reference Systems	2015	VLDB	6.6332886e-05
6,190	Privacy-Aware Data Management in Information Networks	2011	SIGMOD	5.1604866e-05
6,480	Differential Privacy in Data Publication and Analysis	2012	SIGMOD	5.0396886e-05
11,887	Design of Policy-Aware Differentially Private Algorithms	2016	VLDB	4.1905499e-05

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Overall Rank	Paper	Year	Venue	Pagerank
4,038	Differential Privacy in Telco Big Data Platform	2015	VLDB	6.5067029e-05
8,275	Synthetic Tabular Data: Methods, Attacks and Defenses	2025	VLDB	4.5392079e-05
3,103	Publishing Set-Valued Data via Differential Privacy	2011	VLDB	7.5578714e-05
2,461	Principled Evaluation of Differentially Private Algorithms using DPBench	2016	SIGMOD	8.7486072e-05
13,660	Models and Methods for Privacy-Preserving Data Publishing and Analysis (Invited Tutorial)	2005	PODS	-
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
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6,480	Differential Privacy in Data Publication and Analysis	2012	SIGMOD	5.0396886e-05
5,700	Differential Privacy in the Wild: A Tutorial on Current Practices & Open Challenges	2017	SIGMOD	5.3655082e-05