2015-01-03 22:23:27 +00:00
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}
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url = {http://eprint.iacr.org/2010/076.pdf},
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urldate = {2013--06--23},
journal = tissec,
author = {Chan, T.-H. Hubert and Shi, Elaine and Song, Dawn},
year = {2011},
pages = {26},
}
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title = {Differential privacy under continual observation},
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booktitle = stoc10,
pages = {715--724},
year = {2010},
}
@inproceedings { DNV12 ,
title = {The privacy of the analyst and the power of the state},
author = {Dwork, Cynthia and Naor, Moni and Vadhan, Salil},
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year = {2012}
}
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title = {Privacy and Mechanism Design},
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journal = sigecom,
year = {2013}
}
@inproceedings { NRS07 ,
title = {Smooth sensitivity and sampling in private data analysis},
url = {http://www.cse.psu.edu/~asmith/pubs/NRS07/NRS07-full-draft-v1.pdf},
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pages = {75--84},
year = {2007},
}
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title={Asymptotically truthful equilibrium selection in large congestion games},
author={Rogers, Ryan M and Roth, Aaron},
booktitle=ec14,
pages={771--782},
year={2014},
url = {http://arxiv.org/abs/1311.2625}
}
@inproceedings { GLMRT10 ,
title = {Differentially private combinatorial optimization},
url = {http://arxiv.org/abs/0903.4510},
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Aaron and Talwar, Kunal},
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pages = {1106--1125},
year = {2010},
}
@inproceedings { DMNS06 ,
title = {Calibrating noise to sensitivity in private data analysis},
author = {Cynthia Dwork and
Frank McSherry and
Kobbi Nissim and
Adam Smith},
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booktitle = tcc06,
year = {2006}
}
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title = {Walrasian equilibrium with gross substitutes},
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title = {A learning theory approach to noninteractive database privacy},
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url = {http://arxiv.org/abs/1109.2229},
volume = {60},
number = {2},
pages = {12},
year = {2013},
}
2015-02-05 16:52:32 +00:00
@inproceedings { HKR12 ,
title = {Distributed private heavy hitters},
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Khanna, Sanjeev and
Roth, Aaron},
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pages = {461--472},
year = {2012},
publisher = springer,
url = {http://arxiv.org/abs/1202.4910},
jh = yes,
slides = yes,
eprint = yes
}
2015-01-03 22:23:27 +00:00
@inproceedings { HRU13 ,
title = {Differential privacy for the analyst via private equilibrium computation},
2015-02-05 16:52:32 +00:00
author = {Hsu, Justin and
Roth, Aaron and
Ullman, Jonathon},
2015-01-03 22:23:27 +00:00
url = {http://arxiv.org/abs/1211.0877},
booktitle = stoc13,
pages = {341--350},
year = {2013},
jh = yes,
slides = yes,
eprint = yes
}
@inproceedings { HR10 ,
title = {A multiplicative weights mechanism for privacy-preserving data analysis},
author = {Hardt, Moritz and Rothblum, Guy N.},
url = {http://www.mit.edu/~rothblum/papers/pmw.pdf},
booktitle = focs10,
pages = {61--70},
year = {2010},
}
@inproceedings { DN03 ,
title = {Revealing information while preserving privacy},
author = {Dinur, Irit and Nissim, Kobbi},
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booktitle = pods03,
pages = {202--210},
year = {2003},
}
@article { DR14 ,
author = {Cynthia Dwork and
Aaron Roth},
title = {The Algorithmic Foundations of Differential Privacy},
journal = {Foundations and Trends in Theoretical Computer Science},
year = {2014},
volume = {9},
number = {3-4},
pages = {211--407},
url = {http://dx.doi.org/10.1561/0400000042},
doi = {10.1561/0400000042},
timestamp = {Tue, 28 Oct 2014 14:00:24 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/fttcs/DworkR14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
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title = {Mechanism Design in Large Games: Incentives and Privacy},
url = {http://arxiv.org/abs/1207.4084},
author = {Kearns, Michael and Pai, Mallesh and Roth, Aaron and Ullman, Jonathan},
pages = {403--410},
booktitle = itcs14,
year = {2014}
}
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title = {Boosting and differential privacy},
url = {http://research.microsoft.com/pubs/155170/dworkrv10.pdf},
booktitle = focs10,
author = {Dwork, Cynthia and Rothblum, Guy N. and Vadhan, Salil},
year = {2010},
keywords = {Algorithms, {CS}, {DP}, Learning Theory},
pages = {51-–
}
@inproceedings { FPT04 ,
title = {The complexity of pure Nash equilibria},
author = {Fabrikant, Alex and Papadimitriou, Christos and Talwar, Kunal},
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booktitle = stoc04,
pages = {604--612},
year = {2004},
}
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title = {Potential games},
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title = {The price of anarchy of finite congestion games},
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url = {http://dl.acm.org/citation.cfm?id=1060600},
booktitle = stoc05,
pages = {67--73},
year = {2005},
}
@inproceedings { AAE05 ,
title = {The price of routing unsplittable flow},
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year = {2005},
}
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title = {Intrinsic robustness of the price of anarchy},
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year = {2009},
}
@inproceedings { BHLR08 ,
title = {Regret minimization and the price of total anarchy},
author = {Blum, Avrim and Haji{A}ghayi, Mohammad{T}aghi and Ligett, Katrina
and Roth, Aaron},
url = {http://dl.acm.org/citation.cfm?id=1374430},
booktitle = stoc08,
pages = {373--382},
year = {2008},
}
@inproceedings { WHE13 ,
title = {Towards dependently typed {H}askell: System {FC} with kind equality},
2015-02-05 16:52:32 +00:00
author = {Weirich, Stephanie and
Hsu, Justin and
Eisenberg, Richard A},
2015-01-03 22:23:27 +00:00
booktitle = icfp13,
url = {http://www.cis.upenn.edu/~justhsu/docs/nokinds.pdf},
volume = {13},
year = {2013},
jh = yes,
docs = yes,
}
@inproceedings { GHHNP13 ,
title = {Linear dependent types for differential privacy},
2015-02-05 16:52:32 +00:00
author = {Gaboardi, Marco and
Haeberlen, Andreas and
Hsu, Justin and
Narayan, Arjun and
Pierce, Benjamin C},
2015-01-03 22:23:27 +00:00
booktitle = popl13,
pages = {357--370},
url = {http://dl.acm.org/citation.cfm?id=2429113},
year = {2013},
jh = yes,
docs = yes,
}
2015-02-05 16:52:32 +00:00
@inproceedings { GGHHP13 ,
title = {Automatic sensitivity analysis using linear dependent types},
author = {Gaboardi, Marco and
Gallego Arias, Emilio Jes{\'u}s and
Haeberlen, Andreas and
Hsu, Justin and
Pierce, Benjamin C},
url = {http://fopara2013.cs.unibo.it/paper_8.pdf},
booktitle = fopara,
year = {2013},
2015-01-03 22:23:27 +00:00
jh = yes,
}
@inproceedings { HLM12 ,
title = {A Simple and Practical Algorithm for Differentially Private Data Release},
author = {Moritz Hardt and Katrina Ligett and Frank {McSherry}},
booktitle = nips12,
pages = {2348--2356},
url = {http://arxiv.org/abs/1012.4763},
year = 2012
}
@inproceedings { Ullman13 ,
title = {Answering $n^{2+ o(1)}$ counting queries with differential
privacy is hard},
author = {Ullman, Jonathan},
booktitle = stoc13,
pages = {361--370},
url = {http://arxiv.org/abs/1207.6945},
year = 2013
}
}
@inproceedings { MT07 ,
author = {Frank McSherry and
Kunal Talwar},
title = {Mechanism Design via Differential Privacy},
booktitle = focs07,
pages = {94--103},
url = {http://doi.ieeecomputersociety.org/10.1109/FOCS.2007.41},
year = 2007
}
@inproceedings { FS96 ,
title = {Game theory, on-line prediction and boosting},
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booktitle = colt96,
pages = {325--332},
url = {http://dl.acm.org/citation.cfm?id=238163 },
year = 1996
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@inproceedings { BDMN05 ,
title = {Practical privacy: the {SuLQ} framework},
author = {Avrim Blum and
Cynthia Dwork and
Frank Mc{S}herry and
Kobbi Nissim},
booktitle = pods05,
pages = {128--138},
url = {http://research.microsoft.com/pubs/64351/bdmn.pdf},
year = 2005
}
@inproceedings { GRU12 ,
title = {Iterative constructions and private data release},
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booktitle = tcc12,
pages = {339--356},
url = {http://arxiv.org/abs/1107.3731},
year = 2012
}
@inproceedings { airavat ,
author = {Indrajit Roy and Srinath Setty and Ann Kilzer and Vitaly
Shmatikov and Emmett Witchel},
title = {Airavat: Security and Privacy for {MapReduce}},
booktitle = nsdi10,
url = {http://dl.acm.org/citation.cfm?id=1855731 },
year = 2010
}
@inproceedings { pinq ,
author = {{McSherry}, Frank},
booktitle = sigmod09,
title = {Privacy integrated queries},
url = {http://research.microsoft.com/pubs/80218/sigmod115-mcsherry.pdf},
year = 2009
}
@inproceedings { zhang-2011-privatemining ,
author = {Zhang, Ning and Li, Ming and Lou, Wenjing},
title = {Distributed Data Mining with Differential Privacy},
booktitle = icc11,
url = {http://dl.acm.org/citation.cfm?id=1835868},
year = 2011
}
@inproceedings { evfimievski-2002-associationrules ,
author = {Evfimievski, Alexandre and
Srikant, Ramakrishnan and
Agrawal, Rakesh and
Gehrke, Johannes},
title = {Privacy preserving mining of association rules},
booktitle = kdd02,
url = {http://www.cs.cornell.edu/johannes/papers/2002/kdd2002-privacy.pdf},
year = 2002
}
@inproceedings { t-closeness ,
author = {Ninghui Li and Tiancheng Li and Suresh Venkatasubramanian},
title = {$t$-{C}loseness: {P}rivacy beyond $k$-anonymity and $l$-diversity},
booktitle = icde07,
url = {https://www.cs.purdue.edu/homes/ninghui/papers/t_closeness_icde07.pdf},
year = 2007
}
@inproceedings { l-diversity ,
author = {Machanavajjhala, A. and Gehrke, J. and Kifer, D. and Venkitasubramaniam, M.},
title = {$l$-{D}iversity: {P}rivacy beyond $k$-anonymity},
booktitle = icde06,
url = {http://dl.acm.org/citation.cfm?id=1217302},
year = 2006
}
@article { k-anonymity ,
author = {Sweeney, Latanya},
title = {$k$-{A}nonymity: {A} model for protecting privacy},
journal = jufks,
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number = {5},
month = oct,
year = {2002},
pages = {557--570},
url = {http://dl.acm.org/citation.cfm?id=774552}
}
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author = {Michael Barbaro and Tom Zeller},
title = {A Face Is Exposed for {AOL} Searcher {N}o. 4417749},
journal = {The New York Times},
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year = 2006,
url = {http://www.nytimes.com/2006/08/09/technology/09aol.html}
}
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author = {Arvind Narayanan and
Vitaly Shmatikov},
title = {Robust De-anonymization of Large Sparse Datasets},
booktitle = sp08,
year = {2008},
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url = {http://arxiv.org/abs/cs/0610105.pdf}
}
@inproceedings { BLST10 ,
author = {Raghav Bhaskar and
Srivatsan Laxman and
Adam Smith and
Abhradeep Thakurta},
title = {Discovering frequent patterns in sensitive data},
booktitle = kdd10,
pages = {503--512},
year = 2010,
url = {http://dl.acm.org/citation.cfm?id=1835869}
}
@inproceedings { CM08 ,
author = {Kamalika Chaudhuri and
Claire Monteleoni},
title = {Privacy-preserving logistic regression},
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pages = {289--296},
year = 2008,
url = {http://books.nips.cc/papers/files/nips21/NIPS2008_0964.pdf}
}
@article { CH11 ,
title = {Sample Complexity Bounds for Differentially Private Learning},
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year = {2011}
}
@inproceedings { k-anon-attack ,
author = {Srivatsava Ranjit Ganta and
Shiva Prasad Kasiviswanathan and
Adam Smith},
title = {Composition attacks and auxiliary information in data privacy},
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pages = {265--273},
year = 2008,
url = {http://arxiv.org/abs/0803.0032}
}
2015-01-12 14:35:38 +00:00
@inproceedings { HGH+13 ,
2015-02-05 16:52:32 +00:00
author = {Hsu, Justin and
Gaboardi, Marco and
Haeberlen, Andreas and
Khanna, Sanjeev and
Narayan, Arjun and
Pierce, Benjamin C and
Roth, Aaron},
2015-01-03 22:23:27 +00:00
title = {Differential privacy: An economic method for choosing epsilon},
booktitle = csf14,
year = 2014,
url = {http://arxiv.org/abs/1402.3329},
jh = yes,
slides = yes,
eprint = yes
}
@inproceedings { certipriv ,
author = {Barthe, Gilles and K\"{o}pf, Boris and Olmedo, Federico and
Zanella B{\'e}guelin, Santiago},
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booktitle = popl12,
year = {2012},
pages = {97--110},
numpages = {14},
keywords = {coq proof assistant, differential privacy, relational hoare logic},
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}
@inproceedings { fuzz ,
author = {Jason Reed and Benjamin C Pierce},
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Differential Privacy},
booktitle = icfp10,
year = 2010,
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}
@inproceedings { winq ,
title = {A workflow for differentially-private graph synthesis},
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booktitle = wosn12,
year = 2012,
pages = {13--18},
url = {http://arxiv.org/abs/1203.3453}
}
@article { KLNRS08 ,
title = {What can we learn privately?},
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year = {2011},
url = {http://arxiv.org/abs/0803.0924},
publisher = {SIAM}
}
@inproceedings { UV11 ,
title = {{PCPs} and the hardness of generating private synthetic data},
author = {Ullman, Jonathan and Vadhan, Salil},
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url = {http://eccc.hpi-web.de/report/2010/017/revision/2/download},
year = {2011}
}
@inproceedings { DNRRV09 ,
title = {On the complexity of differentially private data release: efficient
algorithms and hardness results},
author = {Cynthia Dwork and
Moni Naor and
Omer Reingold and
Guy N. Rothblum and
Salil P. Vadhan},
booktitle = stoc09,
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}
@article { AHK12 ,
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url = {http://tocbeta.cs.uchicago.edu/articles/v008a006/v008a006.pdf},
year = {2012}
}
@phdthesis { Garg13 ,
title = {Candidate Multilinear Maps},
author = {Sanjam Garg},
school = {{UCLA}},
year = {2013},
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}
@inproceedings { GargGentryHalevi13 ,
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}
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}
@inproceedings { barak2007privacy ,
title = {Privacy, accuracy, and consistency too: a holistic solution to
contingency table release},
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Satyen and Mc{S}herry, Frank and Talwar, Kunal},
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year = {2007}
}
@inproceedings { BNS13 ,
title = {Characterizing the sample complexity of private learners},
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year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2422450}
}
@article { CMS11 ,
title = {Differentially private empirical risk minimization},
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year = {2011},
url = {http://jmlr.org/papers/volume12/chaudhuri11a/chaudhuri11a.pdf}
}
@article { RBHT09 ,
title = {Learning in a Large Function Space: Privacy-Preserving Mechanisms
for {SVM} Learning},
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number = {1},
pages = {4},
year = {2012},
url = {http://repository.cmu.edu/cgi/viewcontent.cgi?article=1065&context=jpc}
}
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title = {Private convex empirical risk minimization and high-dimensional regression},
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year = {2012},
url = {http://jmlr.org/proceedings/papers/v23/kifer12/kifer12.pdf}
}
@inproceedings { CSS12 ,
title = {Near-optimal differentially private principal components},
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booktitle = nips12,
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url = {http://books.nips.cc/papers/files/nips25/NIPS2012_0482.pdf},
year = {2012}
}
@inproceedings { DJW13 ,
title = {Local privacy and statistical minimax rates},
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booktitle = focs13,
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year = {2013}
}
@inproceedings { TS13 ,
title = {(Nearly) Optimal Algorithms for Private Online Learning in
Full-information and Bandit Settings},
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author = {Aaron Roth and
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}
@inproceedings { GHRU11 ,
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year = {2011}
}
@inproceedings { TS13a ,
title = {Differentially Private Feature Selection via Stability Arguments,
and the Robustness of the Lasso},
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year = {2013}
}
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organization = {ACM}
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2015-01-03 22:23:27 +00:00
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2015-02-05 16:52:32 +00:00
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2015-01-26 14:38:12 +00:00
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2015-01-12 14:35:38 +00:00
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jh = yes,
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2015-02-05 16:52:32 +00:00
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2015-01-26 14:38:12 +00:00
title = {Death, taxes, and formal verification},
2015-01-12 14:35:38 +00:00
year = {2015},
jh = yes,
docs = yes
}
