text:
@comment{This not a normal bibtex file.}
@comment{optional to do: venue -> series}
@comment{another concern: basically all style files treat in the case of a inproceedings address as the location of a conference despite the bibtex standard and databases treating it as the address of the publisher.  Thus, I need better style files.}
@comment{publisher is replaced with rpublisher in the case that the publisher is clear from the title.  I've done this by hand.}
@comment{dnote is used for notes on when webpages are accessed.}
@comment{surl is used for notes on where webpages are.}
@comment{xseries are for series that are not informative.}

@comment{Swanson et al's paper comes out funny when "proceedings of the" is removed.}

@Misc{tschantz17tr,
  author = 	 {Michael Carl Tschantz and Shayak Sen and Anupam Datta},
  title = 	 {Differential Privacy as a Causal Property},
  howpublished = {Report shared with DARPA},
  month = 	 oct,
  year = 	 2017,
}

@Misc{benthall17plsc,
  author = 	 {Sebastian Benthall and Anupam Datta and Michael Carl Tschantz},
  title = 	 {Toward Origin Privacy},
  howpublished = {Discussed at the 10th Annual Privacy Law Scholars Conference},
  month = 	 jun,
  year = 	 2017,
  note = 	 {Sent to DARPA as \texttt{BenthallDattaTschantzDRAFTPLSC2017.pdf} on Aug.\ 22,},
}

@Article{kasivisiwanathan14jpc,
  author = 	 {Shiva Prasad Kasivisiwanathan and Adam Smith},
  title = 	 {On the `Semantics' of Differential Privacy: A Bayesian Formulation},
  journal = 	 {Journal of Privacy and Confidentiality},
  year = 	 2014,
  volume = 	 6,
  number = 	 1,
  pages = 	 {1--16},
}

@Article{dwork08jpc,
  author = 	 {Dwork, Cynthia and Naor, Moni},
  title = 	 {On the Difficulties of Disclosure Prevention in Statistical Databases or The Case for Differential Privacy},
  journal = 	 {Journal of Privacy and Confidentiality},
  year = 	 2008,
  volume = 	 2,
  number = 	 1,
  pages = 	 {93--107},
  art_no = {Article 8},
}

@inproceedings{zheng11belief,
 author = {Zheng, L. and Mengshoel, O. J. and Chong, J.},
 title     = {Belief Propagation by Message Passing in Junction Trees:
Computing Each Message Faster Using {GPU} Parallelization},
 booktitle = {Proc. of the 27th  Conference in Uncertainty in Artificial Intelligence (UAI-11)},
 address = {Barcelona, Spain},
 year = {2011}
}

@inproceedings{zeng14convolutional,
  title={Convolutional Neural Networks for Human Activity Recognition using Mobile Sensors},
  author={Zeng, M. and Nguyen, L. T. and Yu, B. and Mengshoel, O. J. and Zhu, J. and Wu, P. and Zhang, J.},
  booktitle={International Conference on Mobile Computing, Applications, and Services (MobiCASE)},
  year={2014}
}

@inproceedings{zheng13exploring,
 author = {Zheng, L. and Mengshoel, O. J.},
 title     = {Exploring Multiple Dimensions of Parallelism in Junction
               Tree Message Passing},
 booktitle = {Proc. of UAI Application Workshops},
 year = {2013},
 month  = {July},
 address = {Bellevue, WA}
}

@inproceedings{sun13latent,
 author = {Sun, Feng-Tso and Griss, M. and  Mengshoel, O. J. and Yeh, Yi-Ting},
 title = {Latent Topic Analysis for Predicting Group Purchasing Behavior on the Social Web},
 booktitle = {Proc. of UAI Application Workshops},
 year = {2013},
 month  = {July},
 address = {Bellevue, WA}
}

@inproceedings{reed13adaptive,
 author = {Reed, E. and Ishihara, A. and Mengshoel, O. J.},
 title     = {Adaptive Control of Apache Web Server},
 booktitle = {Proc. of Feedback Computing '13},
 address = {San Jose, CA},
 month     = {June},
 year = {2013}
}

@inproceedings{cossalter13multi,
 author = {Cossalter, M. and Mengshoel, O. J. and Selker, T.},
 title = {Multi-Focus and Multi-Level Techniques for Visualization and Analysis of Networks with Thematic Data},
 booktitle = {Proc. of Visualization and Data Analysis (VDA-13)},
 year = {2013},
 month  = {February}
}

@inproceedings{sundararajan13multi,
 author = {Sundararajan, P. and Mengshoel, O. J. and Selker, T.},
 title = {Multi-focus and Multi-window Techniques for Interactive Network Exploration},
 booktitle = {Proc. of Visualization and Data Analysis (VDA-13)},
 year = {2013},
 month  = {February}
}

@inproceedings{reed12scaling,
 author = {Reed, E. B. and Mengshoel, O. J.},
 title = {Scaling {Bayesian} Network Parameter Learning with Expectation Maximization using {MapReduce}},
 booktitle = {Proc. of Big Learning: Algorithms, Systems and Tools},
 year = {2012},
 month  = {December},
 address = {Lake Tahoe, NV}
}

@inproceedings{basak12mapreduce,
 author = {Basak, A. and Brinster, I. and Mengshoel, O. J.},
 title = {{MapReduce} for {Bayesian} Network Parameter Learning using the {EM} Algorithm},
 booktitle = {Proc. of Big Learning: Algorithms, Systems and Tools},
 year = {2012},
 month  = {December},
 address = {Lake Tahoe, NV}
}

@inproceedings{basak12accelerating,
 author = {Basak, A. and Brinster, I. and Ma, X. and Mengshoel, O. J.},
 title = {Accelerating {Bayesian} Network Parameter Learning Using {Hadoop} and {MapReduce}},
 booktitle = {Proc. of BigMine-12},
 year = {2012},
 month  = {August},
 address = {Beijing, China}
}

@inproceedings{reed12adaptive,
 author = {Reed, E.  and Ishihara, A. and  Mengshoel, O. J.},
 title = {Adaptive Control of {Bayesian} Network Computation},
 booktitle = {Proc. of 2012 - 5th International Symposium on Resilient Control Systems},
 year = {2012},
 month  = {August},
 address = {Salt Lake City, UT}
}

@inproceedings{mengshoel12reactive,
 author = {Mengshoel, O. J. and  Ishihara, A. and Reed, E.},
 title = {Reactive {Bayesian} Network Computation using Feedback Control: An Empirical Study},
 booktitle = {Proc. of BMAW-12},
 year = {2012},
 month  = {August},
 address = {Catalina Island, CA}
}

@inproceedings{saluja12age,
 author = {Saluja, A. and Sundararajan, P. and  Mengshoel, O. J.},
 title = {Age-Layered Expectation Maximization for Parameter Learning in {B}ayesian Networks},
 booktitle = {Proc. of AISTATS-12},
 year = {2012},
 address = {La Palma, Spain},
 pages = {424--435}
}

@article{ricks14diagnosis,
  author    = {Ricks, B. and Mengshoel, O. J.},
  title     = {Diagnosis for uncertain, dynamic and hybrid domains using Bayesian
               networks and arithmetic circuits},
  journal   = {Int. J. Approx. Reasoning},
  volume    = {55},
  number    = {5},
  pages     = {1207--1234},
  year      = {2014}
}

@article{mengshoel10probabilistic,
  author    = {Mengshoel, O. J. and Chavira, M. and Cascio, K. and Poll, S. and Darwiche, A. and Uckun, S.},
  title     = {Probabilistic Model-Based Diagnosis: An Electrical Power System Case Study},
 journal={IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans},
  number = {5},
  pages = {874--885},
  volume = {40},
  year      = {2010}
}

@Article{mengshoel11portfolios,
  author = 	 {Mengshoel, O. J. and Roth, D. and Wilkins, D. C.},
  title = 	 {Portfolios in Stochastic Local Search: Efficiently Computing Most Probable Explanations in {Bayesian} Networks},
  journal = "Journal of Automated Reasoning",
  year = "2011",
  volume = {46},
  number = {2},
  pages = {103--160}
}

@TechReport{tschantz16tr,
  author = 	 {Michael Carl Tschantz and Serge Edelman and Jaeyoung Choi and Nicholas Weaver and Gerald Friedland},
  title = 	 {The Accuracy of the Demographic Inferences Shown on {G}oogle's {A}d {S}ettings},
  institution =  {International Computer Science Institute},
  year = 	 2016,
  number = 	 {TR-16-003},
  address = 	 {Berkeley, CA, USA},
  month = 	 oct,
  url = {http://www1.icsi.berkeley.edu/~mct/pubs/TR-16-003.pdf},
}

@InProceedings{tschantz08sefm,
  author =       {Michael Carl Tschantz and Jeannette M. Wing},
  title =        {Extracting Conditional Confidentiality Policies},
  booktitle =    {SEFM '08: Proceedings of the Sixth IEEE International Conferences on Software Engineering and Formal Methods},
  year = 	 2008,
  month = 	 nov,
}

@Article{romei13j,
  author = 	 {Andrea Romei and Salvatore Ruggieri},
  title = 	 {A multidisciplinary survey on discrimination analysis},
  journal = 	 {The Knowledge Engineering Review},
  year = 	 2013,
  pages = 	 {1--57},
  month = 	 apr,
}

@Misc{wef12report,
  author = 	 {World Economic Forum},
  title = 	 {Rethinking Personal Data: Strengthening Trust},
  howpublished = {Industry Agenda Report},
  month = 	 may,
  year = 	 2012,
  url = {http://www3.weforum.org/docs/WEF_IT_RethinkingPersonalData_Report_2012.pdf},
}

@Misc{ftc12report,
  author = 	 {{Federal Trade Commission}},
  title = 	 {Protecting Consumer Privacy in an Era of Rapid Change: Recommendations for Businesses and Policymakers},
  howpublished = {{FTC} Report},
  month = 	 mar,
  year = 	 2012,
  url = {https://www.ftc.gov/sites/default/files/documents/reports/federal-trade-commission-report-protecting-consumer-privacy-era-rapid-change-recommendations/120326privacyreport.pdf},
}

@Book{lane14book,
  editor = 	 {J. Lane and V. Stodden and S. Bender and H. Nissenbaum},
  title = 	 {Privacy, Big Data, and the Public Good},
  publisher = 	 {Cambridge University Press},
  year = 	 2014,
}

@Book{flanagan14book,
  author = 	 {M. Flanagan and H. Nissenbaum},
  title = 	 {Values at Play in Digital Games},
  publisher = 	 {MIT Press},
  year = 	 2014,
}

@Book{brunton15book,
  author = 	 {F. Brunton and H. Nissenbaum},
  title = 	 {Obfuscation: A User's Guide for Privacy and Protest},
  publisher = 	 {MIT Press},
  year = 	 2015,
}

@InCollection{nissenbaum15inbook,
  author = 	 {Nissenbaum, Helen},
  title = 	 {Respect for Context as a Benchmark for Privacy Online: What it is and isn't},
  booktitle = 	 {Social Dimensions of Privacy},
  publisher = {Cambridge University Press},
  year = 	 2015,
  editor = 	 {B. Roessler and D. Mokrosinska},
  note = 	 {Reprinted in Privacy, Security and Accountability: Ethics, Law and Policy, Ed. Adam Moore. London, New York: Rowman \& Littlefield International, 2016, 39-62.}
}

@InCollection{patterson16inbook,
  author = {Heather Patterson and Nissenbaum, Helen},
  title = 	 {Biosensing in Context: Health Privacy in a Connected World},
  booktitle = 	 {Quantified: Biosensing Technologies in Everyday Life},
  publisher = {MIT Press},
  year = 	 2016,
  editor = 	 {Dawn Nafus},
}

@incollection{barocas14inbook,
  title={Big Data's End Run around Anonymity and Consent},
  author={Barocas, Solon and Nissenbaum, Helen},
  booktitle={Privacy, Big Data, and the Public Good: Frameworks for Engagement},
  pages={44--75},
  year={2014},
  publisher={Cambridge University Press}
}

@Misc{arnoldXXweb,
  author = 	 {{The Arnold Foundation}},
  title = 	 {Public Safety Assessment},
  howpublished = {\url{http://www.arnoldfoundation.org/initiative/criminal-justice/crime-prevention/public-safety-assessment/}},
  note = 	 {Accessed 10/18/2016},
}

@Article{marr15forbes,
  author = 	 {Bernard Marr},
  title = 	 {How Big Data Is Changing Insurance Forever},
  journal = 	 {Forbes},
  year = 	 2015,
  month = 	 dec,
  url = {http://www.forbes.com/sites/bernardmarr/2015/12/16/how-big-data-is-changing-the-insurance-industry-forever/},
}

@inproceedings{mengshoel16markov,
  author    = {Mengshoel, O.J. and
               Ahres, Y. and
               Yu, T.},
  title     = {Markov Chain Analysis of Noise and Restart in Stochastic Local Search},
  pages     = {639--646},
  year      = {2016},
  url       = {http://www.ijcai.org/Abstract/16/097},
  editor    = {Subbarao Kambhampati},
  booktitle     = {Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence},
  publisher = {{IJCAI/AAAI} Press},
  isbn      = {978-1-57735-770-4},
}

@inproceedings{basak16scalable,
  author    = {Basak, A. and
               Mengshoel, O. J. and
               Hosein, S. and
               Martin, R.},
  title     = {Scalable Causal Learning for Predicting Adverse Events in Smart Buildings},
  year      = {2016},
  url       = {http://www.aaai.org/ocs/index.php/WS/AAAIW16/paper/view/12680},
  editor    = {Enrico Pontelli and
               Alex Rogers and
               Sylvie Thi{\'{e}}baux and
               Tran Cao Son},
  booktitle     = {{AI} for Smart Grids and Smart Buildings, Papers from the 2016 {AAAI} Workshop},
  series    = {{AAAI} Workshops},
  volume    = {{WS-16-04}},
  publisher = {{AAAI} Press},
  isbn      = {978-1-57735-759-9},
}

@inproceedings{zheng13optimizing,
 author = {Zheng, L. and Mengshoel, O. J.},
 title     = {Optimizing Parallel Belief Propagation in Junction Trees using Regression},
 booktitle = {Proc. of  KDD-13},
 address = {Chicago, IL},
 month     = {August},
 year = {2013}
}

@inproceedings{saluja12age,
 author = {Saluja, A. and Sundararajan, P. and  Mengshoel, O. J.},
 title = {Age-Layered Expectation Maximization for Parameter Learning in {B}ayesian Networks},
 booktitle = {Proc. of AISTATS-12},
 year = {2012},
 address = {La Palma, Spain},
 pages = {424--435}
}

@article{papernot16corr-transferability,
  author    = {Nicolas Papernot and Patrick McDaniel and Ian J. Goodfellow},
  title     = {Transferability in Machine Learning: from Phenomena to Black-Box Attacks using Adversarial Samples},
  journal   = {CoRR},
  volume    = {abs/1605.07277},
  year      = {2016},
  url       = {http://arxiv.org/abs/1605.07277},
}

@article{papernot16corr-practical,
  author    = {Nicolas Papernot and Patrick Drew McDaniel and Ian J. Goodfellow and Somesh Jha and Z. Berkay Celik and Ananthram Swami},
  title     = {Practical Black-Box Attacks against Deep Learning Systems using Adversarial Examples},
  journal   = {CoRR},
  volume    = {abs/1602.02697},
  year      = {2016},
  url       = {http://arxiv.org/abs/1602.02697},
}

@Misc{eu16gdpr,
  author = 	 {{European Commission}},
  title = 	 {General Data Protection Regulation ({GDPR})},
  howpublished = {Regulation (EU) 2016/679, L119},
  month = 	 may,
  year = 	 2016,
}

@article{diakopoulos16cacm,
 author = {Diakopoulos, Nicholas},
 title = {Accountability in Algorithmic Decision Making},
 journal = {Commun. ACM},
 issue_date = {February 2016},
 volume = {59},
 number = {2},
 month = jan,
 year = {2016},
 issn = {0001-0782},
 pages = {56--62},
 numpages = {7},
 url = {http://doi.acm.org/10.1145/2844110},
 doi = {10.1145/2844110},
 acmid = {2844110},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@article{narayanan10cacm,
 author = {Narayanan, Arvind and Shmatikov, Vitaly},
 title = {Myths and Fallacies of ``Personally Identifiable Information''},
 journal = {Commun. ACM},
 issue_date = {June 2010},
 volume = {53},
 number = {6},
 month = jun,
 year = {2010},
 issn = {0001-0782},
 pages = {24--26},
 numpages = {3},
 url = {http://doi.acm.org/10.1145/1743546.1743558},
 doi = {10.1145/1743546.1743558},
 acmid = {1743558},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@Article{carsten16reuters,
  author = 	 {Paul Carsten},
  title = 	 {China curbs Baidu healthcare ads business after student's death},
  journal = 	 {Reuters},
  year = 	 2016,
  month = 	 may,
  url = {http://www.reuters.com/article/us-baidu-regulations-idUSKCN0Y014U},
}

@Article{montgomery15wired,
  author = 	 {Kevin Montgomery},
  title = 	 {{G}oogle's Ad System Has Become Too Big to Control},
  journal = 	 {Wired},
  year = 	 2015,
  month = 	 jul,
  date = 8,
  note = {\url{http://www.wired.com/2015/07/googles-ad-system-become-big-control/}},
}

@Article{todd15pgh,
  author = 	 {Deborah M. Todd},
  title = 	 {{CMU} researchers see disparity in targeted online job ads},
  journal = 	 {Pittsburgh Post-Gazette},
  year = 	 2015,
  month = 	 jul,
  date = 8,
  note = 	 {\url{http://www.post-gazette.com/business/career-workplace/2015/07/08/Carnegie-Mellon-researchers-see-disparity-in-targeted-online-job-ads/stories/201507080107}},
}

@Article{simonite15mittr,
  author = 	 {Tom Simonite},
  title = 	 {Probing the Dark Side of {G}oogle's Ad-Targeting System},
  journal = 	 {MIT Technology Review},
  year = 	 2015,
  month = 	 jul,
  date = 6,
  note = 	 {\url{http://www.technologyreview.com/news/539021/probing-the-dark-side-of-googles-ad-targeting-system/}},
}

@Article{keller15aljazeera,
  author = 	 {Michael Keller},
  title = 	 {Women shown fewer online ads for high-paying jobs, study shows},
  journal = 	 {Al Jazeera America},
  year = 	 2015,
  month = 	 apr,
  date = 16,
  note = 	 {\url{http://america.aljazeera.com/articles/2015/4/16/study-ads-related-to-high-paying-jobs-favor-men.html}},
}

@TechReport{kroll16ssrn,
  author = 	 {Joshua A. Kroll and Joanna Huey and Solon Barocas and Edward W. Felten and Joel R. Reidenberg and David G. Robinson and Harlan Yu},
  title = 	 {Accountable Algorithms},
  institution =  {SSRN},
  year = 	 2016,
  url = {https://ssrn.com/abstract=2765268},
  number = 	 {2765268},
  month = 	 mar,
  note = 	 {University of Pennsylvania Law Review, Vol. 165, 2017 Forthcoming; Fordham Law Legal Studies Research Paper No. 2765268},
}

@misc{algosnap15webpage,
  author = {{AlgoSnap, Inc.}},
  title = {CrowdSignals.io: Multi-Device Data from Smartphones and Smartwatches},
  year = 2015,
  howpublished = {\url{http://crowdsignals.io/}, Retrieved on 10/16/16}
}

@inproceedings{lee12kdd,
 author = {Lee, Jaewoo and Clifton, Chris},
 title = {Differential Identifiability},
 booktitle = {Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 series = {KDD '12},
 year = {2012},
 isbn = {978-1-4503-1462-6},
 location = {Beijing, China},
 pages = {1041--1049},
 numpages = {9},
 url = {http://doi.acm.org/10.1145/2339530.2339695},
 doi = {10.1145/2339530.2339695},
 acmid = {2339695},
 publisher = {ACM},
 address = {New York, NY, USA},
}

@InProceedings{liu16ndss,
  author = 	 {Changchang Liu and Supriyo Chakraborty and Prateek Mittal},
  title = 	 {Dependence Makes You Vulnerable: Differential Privacy Under Dependent Tuples},
  booktitle = {Network and Distributed System Security Symposium (NDSS)},
  year = 	 2016,
  publisher = {The Internet Society},
  doi = {http://dx.doi.org/10.14722/ndss.2016.23279},
}

@Book{oneil16book,
  author = 	 {Cathy O'Neil},
  title = 	 {Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy},
  publisher = 	 {Crown Random House},
  year = 	 2016,
  month = 	 sep,
}

@Book{pasquale15book,
  author = 	 {Frank Pasquale},
  title = 	 {The Black Box Society: The Secret Algorithms That Control Money and Information},
  publisher = 	 {Harvard University Press},
  address =      {Cambridge, MA, USA},
  year = 	 2015,
  month = 	 jan,
  url = {http://www.hup.harvard.edu/catalog.php?isbn=9780674368279},
}

@Article{duhigg09nyt,
  author = 	 {Charles Duhigg},
  title = 	 {What Does Your Credit-Card Company Know About You?},
  journal = 	 {The New York Times},
  year = 	 2009,
  pages = 	 {MM40},
  url = {http://www.nytimes.com/2009/05/17/magazine/17credit-t.html},
  month = 	 may,
  OPTnote = 	 {May 17},
}

@inproceedings{dwork06icalp,
  author    = {Cynthia Dwork},
  title     = {Differential Privacy},
  booktitle = {Automata, Languages and Programming, 33rd International Colloquium,
               {ICALP} 2006, Venice, Italy, July 10-14, 2006, Proceedings, Part {II}},
  pages     = {1--12},
  year      = {2006},
  url       = {http://dx.doi.org/10.1007/11787006_1},
  doi       = {10.1007/11787006_1},
  editor    = {Michele Bugliesi and
               Bart Preneel and
               Vladimiro Sassone and
               Ingo Wegener},
  series    = {Lecture Notes in Computer Science},
  volume    = {4052},
  publisher = {Springer},
  isbn      = {3-540-35907-9},
}

@article{chaudhuri11jmlr,
  title={Differentially private empirical risk minimization},
  author={Chaudhuri, Kamalika and Monteleoni, Claire and Sarwate, Anand D},
  journal={Journal of Machine Learning Research: JMLR},
  volume={12},
  pages={1069},
  year={2011},
  publisher={Microtome Publishing},
}

@inproceedings{bassily14focs,
 author = {Bassily, Raef and Smith, Adam and Thakurta, Abhradeep},
 title = {Private Empirical Risk Minimization: Efficient Algorithms and Tight Error Bounds},
 booktitle = {Proceedings of the 2014 IEEE 55th Annual Symposium on Foundations of Computer Science},
 series = {FOCS '14},
 year = {2014},
 isbn = {978-1-4799-6517-5},
 pages = {464--473},
 numpages = {10},
 url = {http://dx.doi.org/10.1109/FOCS.2014.56},
 doi = {10.1109/FOCS.2014.56},
 acmid = {2707412},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
}

@inproceedings{smith15lics,
 author = {Smith, Geoffrey},
 title = {Recent Developments in Quantitative Information Flow (Invited Tutorial)},
 booktitle = {Proceedings of the 2015 30th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)},
 series = {LICS '15},
 year = {2015},
 isbn = {978-1-4799-8875-4},
 pages = {23--31},
 numpages = {9},
 url = {http://dx.doi.org/10.1109/LICS.2015.13},
 doi = {10.1109/LICS.2015.13},
 acmid = {2876519},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
}

@Article{s06taxonomy,
  author = 	 {Daniel J. Solove},
  title = 	 {A Taxonomy of Privacy},
  journal = 	 {University of Pennsylvania Law Review},
  year = 	 {2006},
  volume = 	 {154},
  number = 	 {3},
  pages = 	 {477-560},
  month = 	 jan,
}

@InProceedings{cdmsw05toward,
  author = 	 {Shuchi Chawla and Cynthia Dwork and Frank McSherry and Adam Smith and Hoeteck Wee},
  title = 	 {Toward Privacy in Public Databases},
  booktitle = {2nd Theory of Cryptography Conference (TCC 2005)},
  pages = 	 {363-385},
  year = 	 {2005},
}

@Misc{f05statistical,
  author = 	 {{Federal Committee on Statistical Methodology}},
  title = 	 {Statistical Disclosure Limitation Methodology},
  howpublished = {Statistical Policy Working Paper 22},
  year = 	 {2005},
}

@Article{dalenius77statistik,
  author = 	 {T. Dalenius},
  title = 	 {Towards a methodology for statistical disclosure control},
  journal = 	 {Statistik Tidskrift},
  year = 	 {1977},
  volume = 	 {15},
  pages = 	 {429-444},
}

@InCollection{g95privacy,
  author = 	 {Ruth Gavison},
  title = 	 {Privacy and the Limits of Law},
  booktitle = 	 {Computers, Ethics, and Social Values},
  publisher = 	 {Prentice Hall},
  pages = 	 {332-351},
  year = 	 {1995},
  editor = 	 {Deborah G. Johnson and Helen Nissenbaum},
}

@Article{g80privacy,
  author = 	 {Ruth Gavison},
  title = 	 {Privacy and the Limits of Law},
  journal = 	 {Yale Law Journal},
  year = 	 {1980},
  volume = 	 {89},
  number = 	 {3},
  pages = 	 {421--471},
  month = 	 jan,
}

@Article{p83privacy,
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 publisher = {ACM Press},
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 }

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@Misc{ps03enterprise,
  author =       {Calvin Powers and Matthias Schunter},
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@INPROCEEDINGS{calders09dmwkshp,
author={T. Calders and F. Kamiran and M. Pechenizkiy},
booktitle={2009 IEEE International Conference on Data Mining Workshops},
title={Building Classifiers with Independency Constraints},
year={2009},
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doi={10.1109/ICDMW.2009.83},
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month=dec,
url = {http://wwwis.win.tue.nl/~tcalders/pubs/IEEEDDDM2009.pdf},
}

@article{chockler08tcl,
 author = {Chockler, Hana and Halpern, Joseph Y. and Kupferman, Orna},
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 keywords = {Model checking, causality, coverage metrics, responsibility},
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@inproceedings{aleksandrowicz14aaai,
 author = {Aleksandrowicz, Gadi and Chockler, Hana and Halpern, Joseph Y. and Ivrii, Alexander},
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@article{beer12fmsd,
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 author = {Eiter, Thomas and Lukasiewicz, Thomas},
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 series = {UAI'02},
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@Article{chockler04jair,
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@InProceedings{halpern01ijcai,
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@Article{halpern05brit-j-phi-sci,
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@inproceedings{barth07csf,
 author = {Barth, Adam and Mitchell, John and Datta, Anupam and Sundaram, Sharada},
 title = {Privacy and Utility in Business Processes},
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 acmid = {1270658},
 publisher = {IEEE Computer Society},
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@inproceedings{andersen08sigcomm,
 author = {Andersen, David G. and Balakrishnan, Hari and Feamster, Nick and Koponen, Teemu and Moon, Daekyeong and Shenker, Scott},
 title = {Accountable Internet Protocol ({AIP})},
 booktitle = {Proceedings of the ACM SIGCOMM 2008 Conference on Data Communication},
 series = {SIGCOMM '08},
 year = {2008},
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 acmid = {1402997},
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 keywords = {accountability, address, internet architecture, scalability, security},
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@inproceedings{haeberlen07sosp,
 author = {Haeberlen, Andreas and Kouznetsov, Petr and Druschel, Peter},
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@inproceedings{jagadeesan09esorics,
 author = {Jagadeesan, Radha and Jeffrey, Alan and Pitcher, Corin and Riely, James},
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 year = {2009},
 isbn = {3-642-04443-3, 978-3-642-04443-4},
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@inproceedings{yumerefendi04sigops-ew,
 author = {Yumerefendi, Aydan R. and Chase, Jeffrey S.},
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 year = {2004},
 location = {Leuven, Belgium},
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@inproceedings{kuesters10ccs,
 author = {K\"{u}sters, Ralf and Truderung, Tomasz and Vogt, Andreas},
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 series = {CCS '10},
 year = {2010},
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 location = {Chicago, Illinois, USA},
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 url = {http://doi.acm.org/10.1145/1866307.1866366},
 doi = {10.1145/1866307.1866366},
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 publisher = {ACM},
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 keywords = {accountability, auction, contract-signing, e-voting, verifiability},
}

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 author = {Lampson, Butler},
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@inproceedings{feigenbaum11nspw,
 author = {Feigenbaum, Joan and Jaggard, Aaron D. and Wright, Rebecca N.},
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@Article{clark07jcs,
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@INPROCEEDINGS{clarkson05csf,
author={Clarkson, M.R. and Myers, A.C. and Schneider, F.B.},
booktitle={Computer Security Foundations, 2005. CSFW-18 2005. 18th IEEE Workshop},
title={Belief in information flow},
year={2005},
month={June},
pages={31-45},
doi={10.1109/CSFW.2005.10},
ISSN={1063-6900},
url = {http://www.cs.cornell.edu/~clarkson/papers/clarkson_csfw05.pdf},
}

@inproceedings{mccamant07plas,
 author = {Stephen McCamant and Michael D. Ernst},
 title = {A simulation-based proof technique for dynamic information flow},
 booktitle = {PLAS '07: Proceedings of the 2007 workshop on Programming languages and analysis for security},
 year = {2007},
 isbn = {978-1-59593-711-7},
 pages = {41--46},
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 doi = {http://doi.acm.org/10.1145/1255329.1255336},
 publisher = {ACM},
 address = {New York, NY, USA},
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@TechReport{newsome08tr,
author = {James Newsome and Dawn Song},
title = {Influence: A Quantitative Approach for Data Integrity},
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month = feb,
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@inproceedings{samarati98pods,
 author = {Samarati, Pierangela and Sweeney, Latanya},
 title = {Generalizing Data to Provide Anonymity when Disclosing Information (Abstract)},
 booktitle = {Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems},
 series = {PODS '98},
 year = 1998,
 isbn = {0-89791-996-3},
 location = {Seattle, Washington, USA},
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@techreport{samarati98tr,
    AUTHOR = {{P.} Samarati and {L.} Sweeney},
    TITLE = {Protecting Privacy when Disclosing Information: {k}-Anonymity and its Enforcement through Generalization and Suppression},
    YEAR = {1998},
    URL = {http://www.csl.sri.com/papers/sritr-98-04/},
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}

@article{book15arxiv,
  author    = {Theodore Book and Dan S. Wallach},
  title     = {An Empirical Study of Mobile Ad Targeting},
  journal   = {CoRR},
  volume    = {abs/1502.06577},
  year      = {2015},
  url       = {http://arxiv.org/abs/1502.06577},
  timestamp = {Mon, 02 Mar 2015 14:17:34 +0100},
  biburl    = {http://dblp.uni-trier.de/rec/bib/journals/corr/BookW15},
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@InProceedings{carrascosa15conext,
  author    = {Juan Miguel Carrascosa and Jakub Mikians and Ruben Cuevas and Vijay Erramilli and Nikolaos Laoutaris},
  title = 	 {I Always Feel Like Somebody's Watching Me: Measuring Online Behavioural Advertising},
 booktitle = {Proceedings of the ACM Conference on Emerging Networking Experiments and Technologies},
 series = {CoNEXT '15},
  year = 	 2015,
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@inproceedings{nath15mobisys,
 author = {Nath, Suman},
 title = {MAdScope: Characterizing Mobile In-App Targeted Ads},
 booktitle = {Proceedings of the 13th Annual International Conference on Mobile Systems, Applications, and Services},
 series = {MobiSys '15},
 year = {2015},
 isbn = {978-1-4503-3494-5},
 location = {Florence, Italy},
 pages = {59--73},
 numpages = {15},
 url = {http://doi.acm.org/10.1145/2742647.2742653},
 doi = {10.1145/2742647.2742653},
 acmid = {2742653},
 publisher = {ACM},
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 keywords = {in-app advertising, measurement, mobile advertising, targeted advertising, user profiles},
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@article{dwork13slawr,
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@inproceedings{soeller16www,
 author = {Soeller, Gary and Karahalios, Karrie and Sandvig, Christian and Wilson, Christo},
 title = {{MapWatch}: Detecting and Monitoring International Border Personalization on Online Maps},
 booktitle = {Proceedings of the 25th International Conference on World Wide Web},
 series = {WWW '16},
 year = {2016},
 isbn = {978-1-4503-4143-1},
 location = {Montreal, Quebec, Canada},
 pages = {867--878},
 numpages = {12},
 url = {http://dx.doi.org/10.1145/2872427.2883016},
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 address = {Republic and Canton of Geneva, Switzerland},
}

@inproceedings{kliman-silver15imc,
 author = {Kliman-Silver, Chloe and Hannak, Aniko and Lazer, David and Wilson, Christo and Mislove, Alan},
 title = {Location, Location, Location: The Impact of Geolocation on Web Search Personalization},
 booktitle = {Proceedings of the 2015 ACM Conference on Internet Measurement Conference},
 series = {IMC '15},
 year = {2015},
 isbn = {978-1-4503-3848-6},
 location = {Tokyo, Japan},
 pages = {121--127},
 numpages = {7},
 url = {http://doi.acm.org/10.1145/2815675.2815714},
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@inproceedings{xing14pam,
 author = {Xing, Xinyu and Meng, Wei and Doozan, Dan and Feamster, Nick and Lee, Wenke and Snoeren, Alex C.},
 title = {Exposing Inconsistent Web Search Results with {B}obble},
 booktitle = {Proceedings of the 15th International Conference on Passive and Active Measurement - Volume 8362},
 series = {PAM 2014},
 year = {2014},
 isbn = {978-3-319-04917-5},
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 url = {http://dx.doi.org/10.1007/978-3-319-04918-2_13},
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@inproceedings{vissers14hotpets,
  author = {Vissers, Thomas and Nikiforakis, Nick and Bielova, Nataliia and Joosen, Wouter},
  title = {Crying wolf? {O}n the price discrimination of online airline tickets},
  booktitle = {7th Workshop on Hot Topics in Privacy Enhancing Technologies (HotPETs 2014)},
  month = jul,
  year = 2014,
  url = {https://lirias.kuleuven.be/handle/123456789/454872"},
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@inproceedings{hannak14imc,
 author = {Hannak, Aniko and Soeller, Gary and Lazer, David and Mislove, Alan and Wilson, Christo},
 title = {Measuring Price Discrimination and Steering on E-commerce Web Sites},
 booktitle = {Proceedings of the 2014 Conference on Internet Measurement Conference},
 series = {IMC '14},
 year = {2014},
 isbn = {978-1-4503-3213-2},
 location = {Vancouver, BC, Canada},
 pages = {305--318},
 numpages = {14},
 url = {http://doi.acm.org/10.1145/2663716.2663744},
 doi = {10.1145/2663716.2663744},
 acmid = {2663744},
 publisher = {ACM},
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 keywords = {e-commerce, personalization, price discrimination, search},
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 title = {Measuring Personalization of Web Search},
 booktitle = {Proceedings of the 22nd International Conference on World Wide Web},
 series = {WWW '13},
 year = {2013},
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 pages = {527--538},
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 author = {Cao, Yinzhi and Yang, Junfeng},
 title = {Towards Making Systems Forget with Machine Unlearning},
 booktitle = {Proceedings of the 2015 IEEE Symposium on Security and Privacy},
 series = {SP '15},
 year = 2015,
 isbn = {978-1-4673-6949-7},
 pages = {463--480},
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 url = {http://dx.doi.org/10.1109/SP.2015.35},
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 acmid = {2867666},
 publisher = {IEEE Computer Society},
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 author = {Mikians, Jakub and Gyarmati, L\'{a}szl\'{o} and Erramilli, Vijay and Laoutaris, Nikolaos},
 title = {Crowd-assisted Search for Price Discrimination in e-Commerce: First Results},
 booktitle = {Proceedings of the Ninth ACM Conference on Emerging Networking Experiments and Technologies},
 series = {CoNEXT '13},
 year = {2013},
 isbn = {978-1-4503-2101-3},
 location = {Santa Barbara, California, USA},
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 acmid = {2535415},
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 keywords = {e-commerce, economics, measurement, price discrimination, privacy, search},
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 doi = {10.1145/2390231.2390245},
 acmid = {2390245},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {e-commerce, economics, price discrimination, privacy, search, search discrimination},
}

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 author = {Fl{\'{a}}vio du Pin Calmon and Nadia Fawaz},
 booktitle = {Communication, Control, and Computing (Allerton), 2012 50th Annual Allerton Conference on},
 title = {Privacy against statistical inference},
 year = 2012,
 pages = {1401--1408},
 doi = {10.1109/Allerton.2012.6483382},
 month = oct,
 url = {http://ieeexplore.ieee.org/abstract/document/6483382/},
}

@TechReport{flores16cji,
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  title = 	 {False Positives, False Negatives, and False Analyses: A Rejoinder to ``Machine Bias: There's Software Used Across the Country to Predict Future Criminals. And it's Biased Against Blacks''},
  institution =  {The Crime and Justice Institute},
  year = 	 2016,
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@INPROCEEDINGS{weber88csf,
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     year = 2016,
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@inproceedings{kamishima12euromlkdd,
 author = {Kamishima, Toshihiro and Akaho, Shotaro and Asoh, Hideki and Sakuma, Jun},
 title = {Fairness-Aware Classifier with Prejudice Remover Regularizer},
 booktitle = {Proceedings of the 2012 European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II},
 series = {ECML PKDD'12},
 year = {2012},
 isbn = {978-3-642-33485-6},
 location = {Bristol, UK},
 pages = {35--50},
 numpages = {16},
 url = {http://dx.doi.org/10.1007/978-3-642-33486-3_3},
 doi = {10.1007/978-3-642-33486-3_3},
 publisher = {Springer-Verlag},
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@misc{education,
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@misc{defense,
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@misc{credit-score,
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  url       = {http://arxiv.org/abs/1510.00552},
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 primaryClass = "cs.LG",
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@article{proserpio12corr,
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}

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 booktitle = {Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 series = {KDD '15},
 year = {2015},
 isbn = {978-1-4503-3664-2},
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 numpages = {10},
 url = {http://doi.acm.org/10.1145/2783258.2783311},
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 publisher = {ACM},
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 keywords = {disparate impact, fairness, machine learning},
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@INPROCEEDINGS{barth06sp,
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@Misc{ftc16privacycon,
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 title = {Bootstrapping Privacy Compliance in Big Data Systems},
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 url = {http://dx.doi.org/10.1109/SP.2014.28},
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 publisher = {IEEE Computer Society},
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 publisher = {ACM},
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 keywords = {differential privacy, privacy},
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author={Cappelli, C. and Sampaio do Prado Leite, J.C. and Oliveira, Antonio de Padua Albuquerque},
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@TechReport{weitzner06tr,
  author = 	 {Daniel J. Weitzner and Harold Abelson and Tim Berners-Lee and Chris Hanson and James Hendler and Lalana Kagal and Deborah L. McGuinness and Gerald Jay Sussman and K. Krasnow Waterman},
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 issue_date = {June 2008},
 volume = {51},
 number = {6},
 month = jun,
 year = {2008},
 issn = {0001-0782},
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@TechReport{feigenbaum12tr,
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  author = {Amit Datta and Michael Carl Tschantz and Anupam Datta},
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@inproceedings{bcds13:adaptive,
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@TechReport{tschantz14arxiv,
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@inproceedings{barford14www,
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 booktitle = {Proceedings of the 23rd International Conference on World Wide Web},
 venue = {WWW '14},
 year = {2014},
 isbn = {978-1-4503-2744-2},

repository: sbenthall/dissertation

repo_name: sbenthall/dissertation