Gerome Miklau

J. Priv. Confidentiality, August, 2023

2022

AIM: An Adaptive and Iterative Mechanism for Differentially Private Synthetic Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Tumult Analytics: a robust, easy-to-use, scalable, and expressive framework for differential privacy.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Investigating Visual Analysis of Differentially Private Data.

[BibT_eX]

[DOI]

Dan Zhang

Ali Sarvghad

IEEE Trans. Vis. Comput. Graph., 2021

Winning the NIST Contest: A scalable and general approach to differentially private synthetic data.

[BibT_eX]

[DOI]

Daniel Sheldon

J. Priv. Confidentiality, 2021

Benchmarking Differentially Private Synthetic Data Generation Algorithms.

[BibT_eX]

[DOI]

Yuchao Tao

CoRR, 2021

Differentially Private Algorithms for 2020 Census Detailed DHC Race \& Ethnicity.

[BibT_eX]

[DOI]

Samuel Haney

William Sexton

CoRR, 2021

HDMM: Optimizing error of high-dimensional statistical queries under differential privacy.

[BibT_eX]

[DOI]

CoRR, 2021

Relaxed Marginal Consistency for Differentially Private Query Answering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

ϵKTELO: A Framework for Defining Differentially Private Computations.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2020

A workload-adaptive mechanism for linear queries under local differential privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Fair decision making using privacy-protected data.

[BibT_eX]

[DOI]

Proceedings of the FAT* '20: Conference on Fairness, 2020

2019

#8712;: A Framework for Defining Differentially-Private Computations.

[BibT_eX]

[DOI]

SIGMOD Rec., 2019

PrivateSQL: A Differentially Private SQL Query Engine.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

PSynDB: Accurate and Accessible Private Data Generation.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Privacy Preserving Off-Policy Evaluation.

[BibT_eX]

[DOI]

Tengyang Xie

Philip S. Thomas

CoRR, 2019

MithraRanking: A System for Responsible Ranking Design.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

Graphical-model based estimation and inference for differential privacy.

[BibT_eX]

[DOI]

Daniel Sheldon

Proceedings of the 36th International Conference on Machine Learning, 2019

Architecting a Differentially Private SQL Engine.

[BibT_eX]

[DOI]

Ios Kotsogiannis

Yuchao Tao

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

2018

Auditing and Forensic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

RC-Index: Diversifying Answers to Range Queries.

[BibT_eX]

[DOI]

Yue Wang

Alexandra Meliou

Proc. VLDB Endow., 2018

Panel: A Debate on Data and Algorithmic Ethics.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

On Obtaining Stable Rankings.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

EKTELO: A Framework for Defining Differentially-Private Computations.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

A Nutritional Label for Rankings.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

IoT-Detective: Analyzing IoT Data Under Differential Privacy.

[BibT_eX]

[DOI]

Sameera Ghayyur

Yan Chen

Roberto Yus

Sharad Mehrotra

Proceedings of the 2018 International Conference on Management of Data, 2018

2017

A theory of pricing private data.

[BibT_eX]

[DOI]

Commun. ACM, 2017

Fides: Towards a Platform for Responsible Data Science.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Scientific and Statistical Database Management, 2017

Pythia: Data Dependent Differentially Private Algorithm Selection.

[BibT_eX]

[DOI]

Ios Kotsogiannis

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

DIAS: Differentially Private Interactive Algorithm Selection using Pythia.

[BibT_eX]

[DOI]

Ios Kotsogiannis

Margaret Orr

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Differentially Private Rank Aggregation.

[BibT_eX]

[DOI]

Liudmila Elagina

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

PeGaSus: Data-Adaptive Differentially Private Stream Processing.

[BibT_eX]

[DOI]

Yan Chen

Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, 2017

2016

Lifting the Haze off the Cloud: A Consumer-Centric Market for Database Computation in the Cloud.

[BibT_eX]

[DOI]

Yue Wang

Alexandra Meliou

Proc. VLDB Endow., 2016

Data, Responsibly (Dagstuhl Seminar 16291).

[BibT_eX]

[DOI]

Dagstuhl Reports, 2016

A Consumer-Centric Market for Database Computation in the Cloud.

[BibT_eX]

[DOI]

Yue Wang

Alexandra Meliou

CoRR, 2016

Exploring Privacy-Accuracy Tradeoffs using DPComp.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

Principled Evaluation of Differentially Private Algorithms using DPBench.

[BibT_eX]

[DOI]

Yan Chen

Dan Zhang

Proceedings of the 2016 International Conference on Management of Data, 2016

Data Responsibly: Fairness, Neutrality and Transparency in Data Analysis.

[BibT_eX]

[DOI]

Julia Stoyanovich

Serge Abiteboul

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015

The matrix mechanism: optimizing linear counting queries under differential privacy.

[BibT_eX]

[DOI]

VLDB J., 2015

Lower Bounds on the Error of Query Sets Under the Differentially-Private Matrix Mechanism.

[BibT_eX]

[DOI]

Theory Comput. Syst., 2015

Collaborative Access Control in WebdamLog.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2014

A Data- and Workload-Aware Query Answering Algorithm for Range Queries Under Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

A Data- and Workload-Aware Algorithm for Range Queries Under Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2014

Exponential random graph estimation under differential privacy.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Generating private synthetic databases for untrusted system evaluation.

[BibT_eX]

[DOI]

Vani Gupta

Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013

Auditing a database under retention policies.

[BibT_eX]

[DOI]

Neil Immerman

VLDB J., 2013

Introducing Access Control in Webdamlog.

[BibT_eX]

[DOI]

CoRR, 2013

Rule-based application development using Webdamlog.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Optimal error of query sets under the differentially-private matrix mechanism.

[BibT_eX]

[DOI]

Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012

An Adaptive Mechanism for Accurate Query Answering under Differential Privacy.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

Measuring the achievable error of query sets under differential privacy

[BibT_eX]

[DOI]

CoRR, 2012

Pricing Aggregate Queries in a Data Marketplace.

[BibT_eX]

[DOI]

Proceedings of the 15th International Workshop on the Web and Databases 2012, 2012

Differential privacy in data publication and analysis.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011

Efficient Batch Query Answering Under Differential Privacy

[BibT_eX]

[DOI]

CoRR, 2011

Privacy-aware data management in information networks.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Private Database Synthesis for Outsourced System Evaluation.

[BibT_eX]

[DOI]

Vani Gupta

Neoklis Polyzotis

Proceedings of the 5th Alberto Mendelzon International Workshop on Foundations of Data Management, 2011

2010

Resisting structural re-identification in anonymized social networks.

[BibT_eX]

[DOI]

VLDB J., 2010

Scalable Probabilistic Databases with Factor Graphs and MCMC.

[BibT_eX]

[DOI]

Michael L. Wick

Andrew McCallum

Proc. VLDB Endow., 2010

Boosting the Accuracy of Differentially Private Histograms Through Consistency.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Optimizing linear counting queries under differential privacy.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2010

Efficient Recovery from False State in Distributed Routing Algorithms.

[BibT_eX]

[DOI]

Proceedings of the NETWORKING 2010, 2010

2009

Auditing and Forensic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Optimizing Histogram Queries under Differential Privacy

[BibT_eX]

[DOI]

CoRR, 2009

Boosting the Accuracy of Differentially-Private Queries Through Consistency

[BibT_eX]

[DOI]

CoRR, 2009

Relationship privacy: output perturbation for queries with joins.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eigth ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2009

Accurate Estimation of the Degree Distribution of Private Networks.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Auditing a Database under Retention Restrictions.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

A framework for safely publishing communication traces.

[BibT_eX]

[DOI]

Abhinav Parate

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

AuditGuard: a system for database auditing under retention restrictions.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Resisting structural re-identification in anonymized social networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2008

Analyzing Privacy in Enterprise Packet Trace Anonymization.

[BibT_eX]

[DOI]

Proceedings of the Network and Distributed System Security Symposium, 2008

Self-interested database managers playing the view maintenance game.

[BibT_eX]

[DOI]

Hala Mostafa

Victor R. Lesser

Proceedings of the 7th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2008), 2008

2007

A formal analysis of information disclosure in data exchange.

[BibT_eX]

[DOI]

J. Comput. Syst. Sci., 2007

Threats to privacy in the forensic analysis of database systems.

[BibT_eX]

[DOI]

Patrick Stahlberg

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Securing history: Privacy and accountability in database systems.

[BibT_eX]

[DOI]

Patrick Stahlberg

Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2005

Managing Integrity for Data Exchanged on the Web.

[BibT_eX]

Proceedings of the Eight International Workshop on the Web & Databases (WebDB 2005), 2005

Asymptotic Conditional Probabilities for Conjunctive Queries.

[BibT_eX]

[DOI]

Nilesh N. Dalvi

Proceedings of the Database Theory, 2005

Implementing a Tamper-Evident Database System.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computer Science, 2005

2004

Processing XML streams with deterministic automata and stream indexes.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2004

Containment and equivalence for a fragment of XPath.

[BibT_eX]

[DOI]

J. ACM, 2004

Enabling Secure Data Exchange.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2004

Modeling Integrity in Data Exchange.

[BibT_eX]

[DOI]

Proceedings of the Secure Data Management, VLDB 2004 Workshop, 2004

2003

The Piazza peer data management project.

[BibT_eX]

[DOI]

SIGMOD Rec., 2003

Controlling Access to Published Data Using Cryptography.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

Processing XML Streams with Deterministic Automata.

[BibT_eX]

[DOI]

Proceedings of the Database Theory, 2003

2002

Cryptographically Enforced Conditional Access for XML.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Workshop on the Web and Databases, 2002

Containment and Equivalence for an XPath Fragment.

[BibT_eX]

[DOI]