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ORCIDBibTeX records: Michael Hay
@article{DBLP:journals/corr/abs-2403-11088,
author = {Marco Gaboardi and
Michael Hay and
Salil P. Vadhan},
title = {Programming Frameworks for Differential Privacy},
journal = {CoRR},
volume = {abs/2403.11088},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.11088},
doi = {10.48550/ARXIV.2403.11088},
eprinttype = {arXiv},
eprint = {2403.11088},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-11088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jpc/McKennaMHM23,
author = {Ryan McKenna and
Gerome Miklau and
Michael Hay and
Ashwin Machanavajjhala},
title = {Optimizing Error of High-Dimensional Statistical Queries Under Differential
Privacy},
journal = {J. Priv. Confidentiality},
volume = {13},
number = {1},
year = {2023},
url = {https://doi.org/10.29012/jpc.791},
doi = {10.29012/JPC.791},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jpc/McKennaMHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-16298,
author = {Temilola Adeleye and
Skye Berghel and
Damien Desfontaines and
Michael Hay and
Isaac Johnson and
Cl{\'{e}}o Lemoisson and
Ashwin Machanavajjhala and
Tom Magerlein and
Gabriele Modena and
David Pujol and
Daniel Simmons{-}Marengo and
Hal Triedman},
title = {Publishing Wikipedia usage data with strong privacy guarantees},
journal = {CoRR},
volume = {abs/2308.16298},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.16298},
doi = {10.48550/ARXIV.2308.16298},
eprinttype = {arXiv},
eprint = {2308.16298},
timestamp = {Sat, 21 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-16298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-13793,
author = {Samuel Haney and
Damien Desfontaines and
Luke Hartman and
Ruchit Shrestha and
Michael Hay},
title = {Precision-based attacks and interval refining: how to break, then
fix, differential privacy on finite computers},
journal = {CoRR},
volume = {abs/2207.13793},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.13793},
doi = {10.48550/ARXIV.2207.13793},
eprinttype = {arXiv},
eprint = {2207.13793},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-13793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-04133,
author = {Skye Berghel and
Philip Bohannon and
Damien Desfontaines and
Charles Estes and
Samuel Haney and
Luke Hartman and
Michael Hay and
Ashwin Machanavajjhala and
Tom Magerlein and
Gerome Miklau and
Amritha Pai and
William Sexton and
Ruchit Shrestha},
title = {Tumult Analytics: a robust, easy-to-use, scalable, and expressive
framework for differential privacy},
journal = {CoRR},
volume = {abs/2212.04133},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.04133},
doi = {10.48550/ARXIV.2212.04133},
eprinttype = {arXiv},
eprint = {2212.04133},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-04133.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12118,
author = {Ryan McKenna and
Gerome Miklau and
Michael Hay and
Ashwin Machanavajjhala},
title = {{HDMM:} Optimizing error of high-dimensional statistical queries under
differential privacy},
journal = {CoRR},
volume = {abs/2106.12118},
year = {2021},
url = {https://arxiv.org/abs/2106.12118},
eprinttype = {arXiv},
eprint = {2106.12118},
timestamp = {Wed, 30 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10659,
author = {Samuel Haney and
William Sexton and
Ashwin Machanavajjhala and
Michael Hay and
Gerome Miklau},
title = {Differentially Private Algorithms for 2020 Census Detailed {DHC} Race
{\textbackslash}{\&} Ethnicity},
journal = {CoRR},
volume = {abs/2107.10659},
year = {2021},
url = {https://arxiv.org/abs/2107.10659},
eprinttype = {arXiv},
eprint = {2107.10659},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-09238,
author = {Yuchao Tao and
Ryan McKenna and
Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau},
title = {Benchmarking Differentially Private Synthetic Data Generation Algorithms},
journal = {CoRR},
volume = {abs/2112.09238},
year = {2021},
url = {https://arxiv.org/abs/2112.09238},
eprinttype = {arXiv},
eprint = {2112.09238},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-09238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tods/ZhangMKBHMM20,
author = {Dan Zhang and
Ryan McKenna and
Ios Kotsogiannis and
George Bissias and
Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau},
title = {{\unicode{1013}}KTELO: {A} Framework for Defining Differentially Private
Computations},
journal = {{ACM} Trans. Database Syst.},
volume = {45},
number = {1},
pages = {2:1--2:44},
year = {2020},
url = {https://doi.org/10.1145/3362032},
doi = {10.1145/3362032},
timestamp = {Thu, 26 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tods/ZhangMKBHMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/CummingsH20,
author = {Rachel Cummings and
Michael Hay},
editor = {Jay Ligatti and
Xinming Ou and
Jonathan Katz and
Giovanni Vigna},
title = {TPDP'20: 6th Workshop on Theory and Practice of Differential Privacy},
booktitle = {{CCS} '20: 2020 {ACM} {SIGSAC} Conference on Computer and Communications
Security, Virtual Event, USA, November 9-13, 2020},
pages = {2153--2154},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3372297.3416253},
doi = {10.1145/3372297.3416253},
timestamp = {Tue, 10 Nov 2020 19:56:39 +0100},
biburl = {https://dblp.org/rec/conf/ccs/CummingsH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fat/PujolMKHMM20,
author = {David Pujol and
Ryan McKenna and
Satya Kuppam and
Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau},
editor = {Mireille Hildebrandt and
Carlos Castillo and
L. Elisa Celis and
Salvatore Ruggieri and
Linnet Taylor and
Gabriela Zanfir{-}Fortuna},
title = {Fair decision making using privacy-protected data},
booktitle = {FAT* '20: Conference on Fairness, Accountability, and Transparency,
Barcelona, Spain, January 27-30, 2020},
pages = {189--199},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3351095.3372872},
doi = {10.1145/3351095.3372872},
timestamp = {Thu, 26 Aug 2021 22:19:24 +0200},
biburl = {https://dblp.org/rec/conf/fat/PujolMKHMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KotsogiannisTHF19,
author = {Ios Kotsogiannis and
Yuchao Tao and
Xi He and
Maryam Fanaeepour and
Ashwin Machanavajjhala and
Michael Hay and
Gerome Miklau},
title = {PrivateSQL: {A} Differentially Private {SQL} Query Engine},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {11},
pages = {1371--1384},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1371-kotsogiannis.pdf},
doi = {10.14778/3342263.3342274},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/KotsogiannisTHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HuangMBMHM19,
author = {Zhiqi Huang and
Ryan McKenna and
George Bissias and
Gerome Miklau and
Michael Hay and
Ashwin Machanavajjhala},
title = {PSynDB: Accurate and Accessible Private Data Generation},
journal = {Proc. {VLDB} Endow.},
volume = {12},
number = {12},
pages = {1918--1921},
year = {2019},
url = {http://www.vldb.org/pvldb/vol12/p1918-huang.pdf},
doi = {10.14778/3352063.3352099},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/HuangMBMHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmod/ZhangMKBHMM19,
author = {Dan Zhang and
Ryan McKenna and
Ios Kotsogiannis and
George Bissias and
Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau},
title = {{\#}8712;: {A} Framework for Defining Differentially-Private Computations},
journal = {{SIGMOD} Rec.},
volume = {48},
number = {1},
pages = {15--22},
year = {2019},
url = {https://doi.org/10.1145/3371316.3371321},
doi = {10.1145/3371316.3371321},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmod/ZhangMKBHMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cidr/KotsogiannisTMM19,
author = {Ios Kotsogiannis and
Yuchao Tao and
Ashwin Machanavajjhala and
Gerome Miklau and
Michael Hay},
title = {Architecting a Differentially Private {SQL} Engine},
booktitle = {9th Biennial Conference on Innovative Data Systems Research, {CIDR}
2019, Asilomar, CA, USA, January 13-16, 2019, Online Proceedings},
publisher = {www.cidrdb.org},
year = {2019},
url = {http://cidrdb.org/cidr2019/papers/p125-kotsogiannis-cidr19.pdf},
timestamp = {Mon, 18 Jul 2022 17:13:00 +0200},
biburl = {https://dblp.org/rec/conf/cidr/KotsogiannisTMM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12744,
author = {Satya Kuppam and
Ryan McKenna and
David Pujol and
Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau},
title = {Fair Decision Making using Privacy-Protected Data},
journal = {CoRR},
volume = {abs/1905.12744},
year = {2019},
url = {http://arxiv.org/abs/1905.12744},
eprinttype = {arXiv},
eprint = {1905.12744},
timestamp = {Tue, 04 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/McKennaMHM18,
author = {Ryan McKenna and
Gerome Miklau and
Michael Hay and
Ashwin Machanavajjhala},
title = {Optimizing error of high-dimensional statistical queries under differential
privacy},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {10},
pages = {1206--1219},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1206-mckenna.pdf},
doi = {10.14778/3231751.3231769},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/McKennaMHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/KuoCKHM18,
author = {Yu{-}Hsuan Kuo and
Cho{-}Chun Chiu and
Daniel Kifer and
Michael Hay and
Ashwin Machanavajjhala},
title = {Differentially Private Hierarchical Count-of-Counts Histograms},
journal = {Proc. {VLDB} Endow.},
volume = {11},
number = {11},
pages = {1509--1521},
year = {2018},
url = {http://www.vldb.org/pvldb/vol11/p1509-kuo.pdf},
doi = {10.14778/3236187.3236202},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/KuoCKHM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/ZhangMKHMM18,
author = {Dan Zhang and
Ryan McKenna and
Ios Kotsogiannis and
Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {{EKTELO:} {A} Framework for Defining Differentially-Private Computations},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {115--130},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3196921},
doi = {10.1145/3183713.3196921},
timestamp = {Wed, 21 Nov 2018 12:44:08 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/ZhangMKHMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Ghayyur0YMHMM18,
author = {Sameera Ghayyur and
Yan Chen and
Roberto Yus and
Ashwin Machanavajjhala and
Michael Hay and
Gerome Miklau and
Sharad Mehrotra},
editor = {Gautam Das and
Christopher M. Jermaine and
Philip A. Bernstein},
title = {IoT-Detective: Analyzing IoT Data Under Differential Privacy},
booktitle = {Proceedings of the 2018 International Conference on Management of
Data, {SIGMOD} Conference 2018, Houston, TX, USA, June 10-15, 2018},
pages = {1725--1728},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3183713.3193571},
doi = {10.1145/3183713.3193571},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Ghayyur0YMHMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00370,
author = {Yu{-}Hsuan Kuo and
Cho{-}Chun Chiu and
Daniel Kifer and
Michael Hay and
Ashwin Machanavajjhala},
title = {Differentially Private Hierarchical Group Size Estimation},
journal = {CoRR},
volume = {abs/1804.00370},
year = {2018},
url = {http://arxiv.org/abs/1804.00370},
eprinttype = {arXiv},
eprint = {1804.00370},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-00370.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03537,
author = {Ryan McKenna and
Gerome Miklau and
Michael Hay and
Ashwin Machanavajjhala},
title = {Optimizing error of high-dimensional statistical queries under differential
privacy},
journal = {CoRR},
volume = {abs/1808.03537},
year = {2018},
url = {http://arxiv.org/abs/1808.03537},
eprinttype = {arXiv},
eprint = {1808.03537},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03537.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03555,
author = {Dan Zhang and
Ryan McKenna and
Ios Kotsogiannis and
Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau},
title = {Ektelo: {A} Framework for Defining Differentially-Private Computations},
journal = {CoRR},
volume = {abs/1808.03555},
year = {2018},
url = {http://arxiv.org/abs/1808.03555},
eprinttype = {arXiv},
eprint = {1808.03555},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/ChenMHM17,
author = {Yan Chen and
Ashwin Machanavajjhala and
Michael Hay and
Gerome Miklau},
editor = {Bhavani Thuraisingham and
David Evans and
Tal Malkin and
Dongyan Xu},
title = {PeGaSus: Data-Adaptive Differentially Private Stream Processing},
booktitle = {Proceedings of the 2017 {ACM} {SIGSAC} Conference on Computer and
Communications Security, {CCS} 2017, Dallas, TX, USA, October 30 -
November 03, 2017},
pages = {1375--1388},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3133956.3134102},
doi = {10.1145/3133956.3134102},
timestamp = {Wed, 29 Jun 2022 15:37:41 +0200},
biburl = {https://dblp.org/rec/conf/ccs/ChenMHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BernsteinMSSHM17,
author = {Garrett Bernstein and
Ryan McKenna and
Tao Sun and
Daniel Sheldon and
Michael Hay and
Gerome Miklau},
editor = {Doina Precup and
Yee Whye Teh},
title = {Differentially Private Learning of Undirected Graphical Models Using
Collective Graphical Models},
booktitle = {Proceedings of the 34th International Conference on Machine Learning,
{ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
series = {Proceedings of Machine Learning Research},
volume = {70},
pages = {478--487},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/bernstein17a.html},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BernsteinMSSHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HayEM17,
author = {Michael Hay and
Liudmila Elagina and
Gerome Miklau},
editor = {Nitesh V. Chawla and
Wei Wang},
title = {Differentially Private Rank Aggregation},
booktitle = {Proceedings of the 2017 {SIAM} International Conference on Data Mining,
Houston, Texas, USA, April 27-29, 2017},
pages = {669--677},
publisher = {{SIAM}},
year = {2017},
url = {https://doi.org/10.1137/1.9781611974973.75},
doi = {10.1137/1.9781611974973.75},
timestamp = {Fri, 04 Oct 2019 16:19:51 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HayEM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KotsogiannisMHM17,
author = {Ios Kotsogiannis and
Ashwin Machanavajjhala and
Michael Hay and
Gerome Miklau},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Pythia: Data Dependent Differentially Private Algorithm Selection},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1323--1337},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3035945},
doi = {10.1145/3035918.3035945},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/KotsogiannisMHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KotsogiannisHMM17,
author = {Ios Kotsogiannis and
Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau and
Margaret Orr},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {{DIAS:} Differentially Private Interactive Algorithm Selection using
Pythia},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1679--1682},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3056441},
doi = {10.1145/3035918.3056441},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/KotsogiannisHMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/Machanavajjhala17,
author = {Ashwin Machanavajjhala and
Xi He and
Michael Hay},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {Differential Privacy in the Wild: {A} Tutorial on Current Practices
{\&} Open Challenges},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1727--1730},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3054779},
doi = {10.1145/3035918.3054779},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/Machanavajjhala17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BernsteinMSSHM17,
author = {Garrett Bernstein and
Ryan McKenna and
Tao Sun and
Daniel Sheldon and
Michael Hay and
Gerome Miklau},
title = {Differentially Private Learning of Undirected Graphical Models using
Collective Graphical Models},
journal = {CoRR},
volume = {abs/1706.04646},
year = {2017},
url = {http://arxiv.org/abs/1706.04646},
eprinttype = {arXiv},
eprint = {1706.04646},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BernsteinMSSHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/Machanavajjhala16,
author = {Ashwin Machanavajjhala and
Xi He and
Michael Hay},
title = {Differential Privacy in the Wild: {A} tutorial on current practices
{\&} open challenges},
journal = {Proc. {VLDB} Endow.},
volume = {9},
number = {13},
pages = {1611--1614},
year = {2016},
url = {http://www.vldb.org/pvldb/vol9/p1611-machanavajjhala.pdf},
doi = {10.14778/3007263.3007322},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/Machanavajjhala16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HayMMCZ16,
author = {Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau and
Yan Chen and
Dan Zhang},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {Principled Evaluation of Differentially Private Algorithms using DPBench},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {139--154},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2882931},
doi = {10.1145/2882903.2882931},
timestamp = {Wed, 14 Nov 2018 10:56:20 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/HayMMCZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HayMMCZB16,
author = {Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau and
Yan Chen and
Dan Zhang and
George Bissias},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {Exploring Privacy-Accuracy Tradeoffs using DPComp},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {2101--2104},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2899387},
doi = {10.1145/2882903.2899387},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/HayMMCZB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/LiMHMR15,
author = {Chao Li and
Gerome Miklau and
Michael Hay and
Andrew McGregor and
Vibhor Rastogi},
title = {The matrix mechanism: optimizing linear counting queries under differential
privacy},
journal = {{VLDB} J.},
volume = {24},
number = {6},
pages = {757--781},
year = {2015},
url = {https://doi.org/10.1007/s00778-015-0398-x},
doi = {10.1007/S00778-015-0398-X},
timestamp = {Mon, 11 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/LiMHMR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HayMMCZ15,
author = {Michael Hay and
Ashwin Machanavajjhala and
Gerome Miklau and
Yan Chen and
Dan Zhang},
title = {Principled Evaluation of Differentially Private Algorithms using DPBench},
journal = {CoRR},
volume = {abs/1512.04817},
year = {2015},
url = {http://arxiv.org/abs/1512.04817},
eprinttype = {arXiv},
eprint = {1512.04817},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HayMMCZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/LiHMW14,
author = {Chao Li and
Michael Hay and
Gerome Miklau and
Yue Wang},
title = {A Data- and Workload-Aware Query Answering Algorithm for Range Queries
Under Differential Privacy},
journal = {Proc. {VLDB} Endow.},
volume = {7},
number = {5},
pages = {341--352},
year = {2014},
url = {http://www.vldb.org/pvldb/vol7/p341-li.pdf},
doi = {10.14778/2732269.2732271},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/LiHMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiHMW14,
author = {Chao Li and
Michael Hay and
Gerome Miklau and
Yue Wang},
title = {A Data- and Workload-Aware Algorithm for Range Queries Under Differential
Privacy},
journal = {CoRR},
volume = {abs/1410.0265},
year = {2014},
url = {http://arxiv.org/abs/1410.0265},
eprinttype = {arXiv},
eprint = {1410.0265},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiHMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwcmc/HaySLKS13,
author = {Michael Hay and
Basil Saeed and
Chung{-}Horng Lung and
Thomas Kunz and
Anand Srinivasan},
editor = {Roberto Saracco and
Khaled Ben Letaief and
Mario Gerla and
Sergio Palazzo and
Luigi Atzori},
title = {Network Coding and Quality of Service metrics for Mobile Ad-hoc Networks},
booktitle = {2013 9th International Wireless Communications and Mobile Computing
Conference, {IWCMC} 2013, Sardinia, Italy, July 1-5, 2013},
pages = {521--526},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IWCMC.2013.6583612},
doi = {10.1109/IWCMC.2013.6583612},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/iwcmc/HaySLKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/IrvineMH13,
author = {Ann Irvine and
Darakhshan Mir and
Michael Hay},
editor = {Tracy Camp and
Paul T. Tymann and
J. D. Dougherty and
Kris Nagel},
title = {How PhD students at research universities can prepare for a career
at a liberal arts college (abstract only)},
booktitle = {The 44th {ACM} Technical Symposium on Computer Science Education,
{SIGCSE} 2013, Denver, CO, USA, March 6-9, 2013},
pages = {752},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2445196.2445483},
doi = {10.1145/2445196.2445483},
timestamp = {Tue, 23 Mar 2021 10:54:19 +0100},
biburl = {https://dblp.org/rec/conf/sigcse/IrvineMH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/crypto/GehrkeHLP12,
author = {Johannes Gehrke and
Michael Hay and
Edward Lui and
Rafael Pass},
editor = {Reihaneh Safavi{-}Naini and
Ran Canetti},
title = {Crowd-Blending Privacy},
booktitle = {Advances in Cryptology - {CRYPTO} 2012 - 32nd Annual Cryptology Conference,
Santa Barbara, CA, USA, August 19-23, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7417},
pages = {479--496},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32009-5\_28},
doi = {10.1007/978-3-642-32009-5\_28},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/crypto/GehrkeHLP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4157,
author = {Ben Wellner and
Andrew McCallum and
Fuchun Peng and
Michael Hay},
title = {An Integrated, Conditional Model of Information Extraction and Coreference
with Applications to Citation Matching},
journal = {CoRR},
volume = {abs/1207.4157},
year = {2012},
url = {http://arxiv.org/abs/1207.4157},
eprinttype = {arXiv},
eprint = {1207.4157},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iacr/GehrkeHLP12,
author = {Johannes Gehrke and
Michael Hay and
Edward Lui and
Rafael Pass},
title = {Crowd-Blending Privacy},
journal = {{IACR} Cryptol. ePrint Arch.},
pages = {456},
year = {2012},
url = {http://eprint.iacr.org/2012/456},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iacr/GehrkeHLP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/XiaoBHG11,
author = {Xiaokui Xiao and
Gabriel Bender and
Michael Hay and
Johannes Gehrke},
editor = {Timos K. Sellis and
Ren{\'{e}}e J. Miller and
Anastasios Kementsietsidis and
Yannis Velegrakis},
title = {iReduct: differential privacy with reduced relative errors},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {229--240},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1989323.1989348},
doi = {10.1145/1989323.1989348},
timestamp = {Thu, 11 Mar 2021 15:20:15 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/XiaoBHG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/HayLMPT11,
author = {Michael Hay and
Kun Liu and
Gerome Miklau and
Jian Pei and
Evimaria Terzi},
editor = {Timos K. Sellis and
Ren{\'{e}}e J. Miller and
Anastasios Kementsietsidis and
Yannis Velegrakis},
title = {Privacy-aware data management in information networks},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {1201--1204},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1989323.1989453},
doi = {10.1145/1989323.1989453},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/HayLMPT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HayRMS10,
author = {Michael Hay and
Vibhor Rastogi and
Gerome Miklau and
Dan Suciu},
title = {Boosting the Accuracy of Differentially Private Histograms Through
Consistency},
journal = {Proc. {VLDB} Endow.},
volume = {3},
number = {1},
pages = {1021--1032},
year = {2010},
url = {http://www.vldb.org/pvldb/vldb2010/pvldb\_vol3/R91.pdf},
doi = {10.14778/1920841.1920970},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pvldb/HayRMS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vldb/HayMJTL10,
author = {Michael Hay and
Gerome Miklau and
David D. Jensen and
Donald F. Towsley and
Chao Li},
title = {Resisting structural re-identification in anonymized social networks},
journal = {{VLDB} J.},
volume = {19},
number = {6},
pages = {797--823},
year = {2010},
url = {https://doi.org/10.1007/s00778-010-0210-x},
doi = {10.1007/S00778-010-0210-X},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vldb/HayMJTL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/LiHRMM10,
author = {Chao Li and
Michael Hay and
Vibhor Rastogi and
Gerome Miklau and
Andrew McGregor},
editor = {Jan Paredaens and
Dirk Van Gucht},
title = {Optimizing linear counting queries under differential privacy},
booktitle = {Proceedings of the Twenty-Ninth {ACM} {SIGMOD-SIGACT-SIGART} Symposium
on Principles of Database Systems, {PODS} 2010, June 6-11, 2010, Indianapolis,
Indiana, {USA}},
pages = {123--134},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1807085.1807104},
doi = {10.1145/1807085.1807104},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/LiHRMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pst/HaySLS10,
author = {Michael Hay and
Basil Saeed and
Chung{-}Horng Lung and
Anand Srinivasan},
title = {Co-located Physical-Layer Network Coding to mitigate passive eavesdropping},
booktitle = {Eighth Annual Conference on Privacy, Security and Trust, {PST} 2010,
August 17-19, 2010, Ottawa, Ontario, Canada},
pages = {1--2},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/PST.2010.5593238},
doi = {10.1109/PST.2010.5593238},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pst/HaySLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HayLMJ09,
author = {Michael Hay and
Chao Li and
Gerome Miklau and
David D. Jensen},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Accurate Estimation of the Degree Distribution of Private Networks},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {169--178},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.11},
doi = {10.1109/ICDM.2009.11},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HayLMJ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pods/RastogiHMS09,
author = {Vibhor Rastogi and
Michael Hay and
Gerome Miklau and
Dan Suciu},
editor = {Jan Paredaens and
Jianwen Su},
title = {Relationship privacy: output perturbation for queries with joins},
booktitle = {Proceedings of the Twenty-Eigth {ACM} {SIGMOD-SIGACT-SIGART} Symposium
on Principles of Database Systems, {PODS} 2009, June 19 - July 1,
2009, Providence, Rhode Island, {USA}},
pages = {107--116},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1559795.1559812},
doi = {10.1145/1559795.1559812},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pods/RastogiHMS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0904-0942,
author = {Michael Hay and
Vibhor Rastogi and
Gerome Miklau and
Dan Suciu},
title = {Boosting the Accuracy of Differentially-Private Queries Through Consistency},
journal = {CoRR},
volume = {abs/0904.0942},
year = {2009},
url = {http://arxiv.org/abs/0904.0942},
eprinttype = {arXiv},
eprint = {0904.0942},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0904-0942.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0912-4742,
author = {Chao Li and
Michael Hay and
Vibhor Rastogi and
Gerome Miklau and
Andrew McGregor},
title = {Optimizing Histogram Queries under Differential Privacy},
journal = {CoRR},
volume = {abs/0912.4742},
year = {2009},
url = {http://arxiv.org/abs/0912.4742},
eprinttype = {arXiv},
eprint = {0912.4742},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0912-4742.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/HayMJTW08,
author = {Michael Hay and
Gerome Miklau and
David D. Jensen and
Donald F. Towsley and
Philipp Weis},
title = {Resisting structural re-identification in anonymized social networks},
journal = {Proc. {VLDB} Endow.},
volume = {1},
number = {1},
pages = {102--114},
year = {2008},
url = {http://www.vldb.org/pvldb/vol1/1453873.pdf},
doi = {10.14778/1453856.1453873},
timestamp = {Thu, 25 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/HayMJTW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/WellnerMPH04,
author = {Ben Wellner and
Andrew McCallum and
Fuchun Peng and
Michael Hay},
editor = {David Maxwell Chickering and
Joseph Y. Halpern},
title = {An Integrated, Conditional Model of Information Extraction and Coreference
with Appli},
booktitle = {{UAI} '04, Proceedings of the 20th Conference in Uncertainty in Artificial
Intelligence, Banff, Canada, July 7-11, 2004},
pages = {593--601},
publisher = {{AUAI} Press},
year = {2004},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=1158\&\#38;proceeding\_id=20},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/WellnerMPH04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/McGovernFHGFNJ03,
author = {Amy McGovern and
Lisa Friedland and
Michael Hay and
Brian Gallagher and
Andrew S. Fast and
Jennifer Neville and
David D. Jensen},
title = {Exploiting relational structure to understand publication patterns
in high-energy physics},
journal = {{SIGKDD} Explor.},
volume = {5},
number = {2},
pages = {165--172},
year = {2003},
url = {https://doi.org/10.1145/980972.980999},
doi = {10.1145/980972.980999},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/McGovernFHGFNJ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JensenNH03,
author = {David D. Jensen and
Jennifer Neville and
Michael Hay},
editor = {Tom Fawcett and
Nina Mishra},
title = {Avoiding Bias when Aggregating Relational Data with Degree Disparity},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {274--281},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-038.php},
timestamp = {Thu, 11 Aug 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JensenNH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/NevilleJFH03,
author = {Jennifer Neville and
David D. Jensen and
Lisa Friedland and
Michael Hay},
editor = {Lise Getoor and
Ted E. Senator and
Pedro M. Domingos and
Christos Faloutsos},
title = {Learning relational probability trees},
booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
- 27, 2003},
pages = {625--630},
publisher = {{ACM}},
year = {2003},
url = {https://doi.org/10.1145/956750.956830},
doi = {10.1145/956750.956830},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/NevilleJFH03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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