the-last-thing/bibliography.bib

1908 lines
66 KiB
BibTeX

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title = {Never Walk Alone: Uncertainty for Anonymity in Moving Objects Databases.},
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booktitle = {ICDE},
volume = {8},
pages = {376--385},
year = {2008}
}
@article{acharya2019context,
title = {Context-Aware Local Differential Privacy},
author = {Acharya, Jayadev and Bonawitz, Keith and Kairouz, Peter and Ramage, Daniel and Sun, Ziteng},
journal = {arXiv preprint arXiv:1911.00038},
year = {2019}
}
@book{adler2010geometry,
title = {The geometry of random fields},
author = {Adler, Robert J},
year = {2010},
publisher = {SIAM}
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@misc{ahmed2017mobile,
title = {Mobile edge computing: opportunities, solutions, and challenges},
author = {Ahmed, Ejaz and Rehmani, Mubashir Husain},
year = {2017},
publisher = {Elsevier}
}
@article{al2018adaptive,
title = {An adaptive geo-indistinguishability mechanism for continuous LBS queries},
author = {Al-Dhubhani, Raed and Cazalas, Jonathan M},
journal = {Wireless Networks},
volume = {24},
number = {8},
pages = {3221--3239},
year = {2018},
publisher = {Springer}
}
@book{allan2013probability,
title = {Probability: a graduate course},
author = {Allan Gut},
volume = {75},
year = {2013},
publisher = {Springer Science \& Business Media}
}
@inproceedings{andres2013geo,
title = {Geo-indistinguishability: Differential privacy for location-based systems},
author = {Andr{\'e}s, Miguel E and Bordenabe, Nicol{\'a}s E and Chatzikokolakis, Konstantinos and Palamidessi, Catuscia},
booktitle = {Proceedings of the 2013 ACM SIGSAC conference on Computer \& communications security},
pages = {901--914},
year = {2013},
organization = {ACM}
}
@article{anselin1995local,
title = {Local indicators of spatial association—LISA},
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journal = {Geographical analysis},
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year = {1995},
publisher = {Wiley Online Library}
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@book{applebaum2009levy,
title = {L{\'e}vy processes and stochastic calculus},
author = {Applebaum, David},
year = {2009},
publisher = {Cambridge university press}
}
@article{ardagna2007location,
title = {Location privacy protection through obfuscation-based techniques},
author = {Ardagna, Claudio and Cremonini, Marco and Damiani, Ernesto and De Capitani di Vimercati, S and Samarati, Pierangela},
journal = {Data and Applications Security XXI},
pages = {47--60},
year = {2007},
publisher = {Springer}
}
@inproceedings{babcock2002sampling,
title = {Sampling from a moving window over streaming data},
author = {Babcock, Brian and Datar, Mayur and Motwani, Rajeev},
booktitle = {Proceedings of the thirteenth annual ACM-SIAM symposium on Discrete algorithms},
pages = {633--634},
year = {2002},
organization = {Society for Industrial and Applied Mathematics}
}
@article{baum1966statistical,
title = {Statistical inference for probabilistic functions of finite state Markov chains},
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journal = {The annals of mathematical statistics},
volume = {37},
number = {6},
pages = {1554--1563},
year = {1966},
publisher = {JSTOR}
}
@inproceedings{bayardo2005data,
title = {Data privacy through optimal k-anonymization},
author = {Bayardo, Roberto J and Agrawal, Rakesh},
booktitle = {Data Engineering, 2005. ICDE 2005. Proceedings. 21st International Conference on},
pages = {217--228},
year = {2005},
organization = {IEEE}
}
@inproceedings{benaloh2009patient,
title = {Patient controlled encryption: ensuring privacy of electronic medical records},
author = {Benaloh, Josh and Chase, Melissa and Horvitz, Eric and Lauter, Kristin},
booktitle = {Proceedings of the 2009 ACM workshop on Cloud computing security},
pages = {103--114},
year = {2009},
organization = {ACM}
}
@article{beresford2003location,
title = {Location privacy in pervasive computing},
author = {Beresford, Alastair R and Stajano, Frank},
journal = {IEEE Pervasive computing},
volume = {2},
number = {1},
pages = {46--55},
year = {2003},
publisher = {IEEE}
}
@article{birant2007st,
title = {ST-DBSCAN: An algorithm for clustering spatial--temporal data},
author = {Birant, Derya and Kut, Alp},
journal = {Data \& knowledge engineering},
volume = {60},
number = {1},
pages = {208--221},
year = {2007},
publisher = {Elsevier}
}
@inproceedings{bittau2017prochlo,
title = {Prochlo: Strong privacy for analytics in the crowd},
author = {Bittau, Andrea and Erlingsson, {\'U}lfar and Maniatis, Petros and Mironov, Ilya and Raghunathan, Ananth and Lie, David and Rudominer, Mitch and Kode, Ushasree and Tinnes, Julien and Seefeld, Bernhard},
booktitle = {Proceedings of the 26th Symposium on Operating Systems Principles},
pages = {441--459},
year = {2017},
organization = {ACM}
}
@inproceedings{blocki2013differentially,
title = {Differentially private data analysis of social networks via restricted sensitivity},
author = {Blocki, Jeremiah and Blum, Avrim and Datta, Anupam and Sheffet, Or},
booktitle = {Proceedings of the 4th conference on Innovations in Theoretical Computer Science},
pages = {87--96},
year = {2013},
organization = {ACM}
}
@article{bloom1970space,
title = {Space/time trade-offs in hash coding with allowable errors},
author = {Bloom, Burton H},
journal = {Communications of the ACM},
volume = {13},
number = {7},
pages = {422--426},
year = {1970},
publisher = {ACM}
}
@inproceedings{bolot2013private,
title = {Private decayed predicate sums on streams},
author = {Bolot, Jean and Fawaz, Nadia and Muthukrishnan, S and Nikolov, Aleksandar and Taft, Nina},
booktitle = {Proceedings of the 16th International Conference on Database Theory},
pages = {284--295},
year = {2013},
organization = {ACM}
}
@inproceedings{braverman2009optimal,
title = {Optimal sampling from sliding windows},
author = {Braverman, Vladimir and Ostrovsky, Rafail and Zaniolo, Carlo},
booktitle = {Proceedings of the twenty-eighth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems},
pages = {147--156},
year = {2009}
}
@inproceedings{cao2013efficient,
title = {Efficient and accurate strategies for differentially-private sliding window queries},
author = {Cao, Jianneng and Xiao, Qian and Ghinita, Gabriel and Li, Ninghui and Bertino, Elisa and Tan, Kian-Lee},
booktitle = {Proceedings of the 16th International Conference on Extending Database Technology},
pages = {191--202},
year = {2013}
}
@article{cao2014privacy,
title = {Privacy-preserving multi-keyword ranked search over encrypted cloud data},
author = {Cao, Ning and Wang, Cong and Li, Ming and Ren, Kui and Lou, Wenjing},
journal = {IEEE Transactions on parallel and distributed systems},
volume = {25},
number = {1},
pages = {222--233},
year = {2014},
publisher = {IEEE}
}
@inproceedings{cao2015differentially,
title = {Differentially private real-time data release over infinite trajectory streams},
author = {Cao, Yang and Yoshikawa, Masatoshi},
booktitle = {Mobile Data Management (MDM), 2015 16th IEEE International Conference on},
volume = {2},
pages = {68--73},
year = {2015},
organization = {IEEE}
}
@inproceedings{cao2017quantifying,
title = {Quantifying differential privacy under temporal correlations},
author = {Cao, Yang and Yoshikawa, Masatoshi and Xiao, Yonghui and Xiong, Li},
booktitle = {Data Engineering (ICDE), 2017 IEEE 33rd International Conference on},
pages = {821--832},
year = {2017},
organization = {IEEE}
}
@article{cao2018quantifying,
title = {Quantifying differential privacy in continuous data release under temporal correlations},
author = {Cao, Yang and Yoshikawa, Masatoshi and Xiao, Yonghui and Xiong, Li},
journal = {IEEE Transactions on Knowledge and Data Engineering},
volume = {31},
number = {7},
pages = {1281--1295},
year = {2018},
publisher = {IEEE}
}
@inproceedings{chakraborty2014ipshield,
title = {ipShield: a framework for enforcing context-aware privacy},
author = {Chakraborty, Supriyo and Shen, Chenguang and Raghavan, Kasturi Rangan and Shoukry, Yasser and Millar, Matt and Srivastava, Mani},
booktitle = {11th $\{$USENIX$\}$ Symposium on Networked Systems Design and Implementation ($\{$NSDI$\}$ 14)},
pages = {143--156},
year = {2014}
}
@misc{chambers2016personal,
title = {Personal Data: The New ``Oil'' of The Digital Economy},
author = {\c{T}uca Zb\^{a}rcea \& Asocia\c{t}ii},
year = {2016},
publisher = {Chambers and Partners},
howpublished = {\url{https://chambersandpartners.com/article/713/personal-data-the-new-oil-of-the-digital-economy}},
note = {Accessed on December 1, 2019}
}
@article{chan2011private,
title = {Private and continual release of statistics},
author = {Chan, T-H Hubert and Shi, Elaine and Song, Dawn},
journal = {ACM Transactions on Information and System Security (TISSEC)},
volume = {14},
number = {3},
pages = {26},
year = {2011},
publisher = {ACM}
}
@article{chan201397,
title = {97.49 on markov chains},
author = {Chan, KC and Lenard, CT and Mills, TM},
journal = {The Mathematical Gazette},
volume = {97},
number = {540},
pages = {515--520},
year = {2013},
publisher = {Cambridge University Press}
}
@misc{channelfour2018data,
title = {Data, Democracy and Dirty Tricks},
author = {Channel 4 News Investigations Team},
publisher = {Channel 4},
year = {2018},
howpublished = {\url{https://channel4.com/news/data-democracy-and-dirty-tricks-cambridge-analytica-uncovered-investigation-expose}},
note = {Accessed on December 1, 2019}
}
@inproceedings{chatzikokolakis2015geo,
title = {Geo-indistinguishability: A principled approach to location privacy},
author = {Chatzikokolakis, Konstantinos and Palamidessi, Catuscia and Stronati, Marco},
booktitle = {International Conference on Distributed Computing and Internet Technology},
pages = {49--72},
year = {2015},
organization = {Springer}
}
@article{chatzikokolakis2017methods,
title = {Methods for Location Privacy: A comparative overview},
author = {Chatzikokolakis, Kostantinos and ElSalamouny, Ehab and Palamidessi, Catuscia and Anna, Pazii and others},
journal = {Foundations and Trends{\textregistered} in Privacy and Security},
volume = {1},
number = {4},
pages = {199--257},
year = {2017},
publisher = {Now Publishers, Inc.}
}
@article{chen2011differentially,
title = {Differentially private trajectory data publication},
author = {Chen, Rui and Fung, Benjamin and Desai, Bipin C},
journal = {arXiv preprint arXiv:1112.2020},
year = {2011}
}
@inproceedings{chen2012differentially,
title = {Differentially private sequential data publication via variable-length n-grams},
author = {Chen, Rui and Acs, Gergely and Castelluccia, Claude},
booktitle = {Proceedings of the 2012 ACM conference on Computer and communications security},
pages = {638--649},
year = {2012},
organization = {ACM}
}
@article{chen2014correlated,
title = {Correlated network data publication via differential privacy},
author = {Chen, Rui and Fung, Benjamin C and Yu, Philip S and Desai, Bipin C},
journal = {The VLDB Journal-The International Journal on Very Large Data Bases},
volume = {23},
number = {4},
pages = {653--676},
year = {2014},
publisher = {Springer-Verlag New York, Inc.}
}
@inproceedings{chen2017pegasus,
title = {PeGaSus: Data-Adaptive Differentially Private Stream Processing},
author = {Chen, Yan and Machanavajjhala, Ashwin and Hay, Michael and Miklau, Gerome},
booktitle = {Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security},
pages = {1375--1388},
year = {2017},
organization = {ACM}
}
@article{chow2011trajectory,
title = {Trajectory privacy in location-based services and data publication},
author = {Chow, Chi-Yin and Mokbel, Mohamed F},
journal = {ACM Sigkdd Explorations Newsletter},
volume = {13},
number = {1},
pages = {19--29},
year = {2011},
publisher = {ACM}
}
@article{christin2011survey,
title = {A survey on privacy in mobile participatory sensing applications},
author = {Christin, Delphine and Reinhardt, Andreas and Kanhere, Salil S and Hollick, Matthias},
journal = {Journal of systems and software},
volume = {84},
number = {11},
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year = {2011},
publisher = {Elsevier}
}
@inproceedings{cormode2003finding,
title = {Finding hierarchical heavy hitters in data streams},
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booktitle = {Proceedings 2003 VLDB Conference},
pages = {464--475},
year = {2003},
organization = {Elsevier}
}
@article{cortes2001signature,
title = {Signature-based methods for data streams},
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volume = {5},
number = {3},
pages = {167--182},
year = {2001},
publisher = {Springer}
}
@article{croxton1939applied,
title = {Applied general statistics},
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@book{daley2007introduction,
title = {An introduction to the theory of point processes: volume II: general theory and structure},
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year = {2007},
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@article{datar2002maintaining,
title = {Maintaining stream statistics over sliding windows},
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journal = {SIAM journal on computing},
volume = {31},
number = {6},
pages = {1794--1813},
year = {2002},
publisher = {SIAM}
}
@article{de2013unique,
title = {Unique in the crowd: The privacy bounds of human mobility},
author = {De Montjoye, Yves-Alexandre and Hidalgo, C{\'e}sar A and Verleysen, Michel and Blondel, Vincent D},
journal = {Scientific reports},
volume = {3},
pages = {1376},
year = {2013},
publisher = {Nature Publishing Group}
}
@article{desfontaines2020sok,
title = {Sok: Differential privacies},
author = {Desfontaines, Damien and Pej{\'o}, Bal{\'a}zs},
journal = {Proceedings on Privacy Enhancing Technologies},
volume = {2020},
number = {2},
pages = {288--313},
year = {2020},
publisher = {Sciendo}
}
@article{douglas1973algorithms,
title = {Algorithms for the reduction of the number of points required to represent a digitized line or its caricature},
author = {Douglas, David H and Peucker, Thomas K},
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}
@inproceedings{duchi2013local,
title = {Local privacy and statistical minimax rates},
author = {Duchi, John C and Jordan, Michael I and Wainwright, Martin J},
booktitle = {2013 IEEE 54th Annual Symposium on Foundations of Computer Science},
pages = {429--438},
year = {2013},
organization = {IEEE}
}
@inproceedings{durr2011position,
title = {Position sharing for location privacy in non-trusted systems},
author = {D{\"u}rr, Frank and Skvortsov, Pavel and Rothermel, Kurt},
booktitle = {Pervasive Computing and Communications (PerCom), 2011 IEEE International Conference on},
pages = {189--196},
year = {2011},
organization = {IEEE}
}
@inproceedings{dwork2006calibrating,
title = {Calibrating noise to sensitivity in private data analysis},
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booktitle = {Theory of cryptography conference},
pages = {265--284},
year = {2006},
organization = {Springer}
}
@inproceedings{dwork2008differential,
title = {Differential privacy: A survey of results},
author = {Dwork, Cynthia},
booktitle = {International Conference on Theory and Applications of Models of Computation},
pages = {1--19},
year = {2008},
organization = {Springer}
}
@inproceedings{dwork2010differential,
title = {Differential privacy under continual observation},
author = {Dwork, Cynthia and Naor, Moni and Pitassi, Toniann and Rothblum, Guy N},
booktitle = {Proceedings of the forty-second ACM symposium on Theory of computing},
pages = {715--724},
year = {2010},
organization = {ACM}
}
@inproceedings{dwork2010pan,
title = {Pan-Private Streaming Algorithms.},
author = {Dwork, Cynthia and Naor, Moni and Pitassi, Toniann and Rothblum, Guy N and Yekhanin, Sergey},
booktitle = {ICS},
pages = {66--80},
year = {2010}
}
@article{dwork2011firm,
title = {A firm foundation for private data analysis},
author = {Dwork, Cynthia},
journal = {Communications of the ACM},
volume = {54},
number = {1},
pages = {86--95},
year = {2011},
publisher = {ACM}
}
@article{dwork2014algorithmic,
title = {The algorithmic foundations of differential privacy},
author = {Dwork, Cynthia and Roth, Aaron and others},
journal = {Foundations and Trends{\textregistered} in Theoretical Computer Science},
volume = {9},
number = {3--4},
pages = {211--407},
year = {2014},
publisher = {Now Publishers, Inc.}
}
@misc{economist2016data,
title = {The world's most valuable resource is no longer oil, but data},
publisher = {The Economist},
year = {2016},
howpublished = {\url{https://economist.com/leaders/2017/05/06/the-worlds-most-valuable-resource-is-no-longer-oil-but-data}},
note = {Accessed on December 1, 2019}
}
@inproceedings{efthymiou2015big,
title = {Big data entity resolution: From highly to somehow similar entity descriptions in the Web},
author = {Efthymiou, Vasilis and Stefanidis, Kostas and Christophides, Vassilis},
booktitle = {2015 IEEE International Conference on Big Data (Big Data)},
pages = {401--410},
year = {2015},
organization = {IEEE}
}
@inproceedings{eiter2017spatial,
title = {Spatial ontology-mediated query answering over mobility streams},
author = {Eiter, Thomas and Parreira, Josiane Xavier and Schneider, Patrik},
booktitle = {European Semantic Web Conference},
pages = {219--237},
year = {2017},
organization = {Springer}
}
@inproceedings{erdogdu2015privacy,
title = {Privacy-utility trade-off under continual observation},
author = {Erdogdu, Murat A and Fawaz, Nadia},
booktitle = {ISIT},
pages = {1801--1805},
year = {2015}
}
@inproceedings{erlingsson2014rappor,
title = {Rappor: Randomized aggregatable privacy-preserving ordinal response},
author = {Erlingsson, {\'U}lfar and Pihur, Vasyl and Korolova, Aleksandra},
booktitle = {Proceedings of the 2014 ACM SIGSAC conference on computer and communications security},
pages = {1054--1067},
year = {2014},
organization = {ACM}
}
@online{experian,
title = {Experian},
note = {\url{https://experian.com}.
Accessed on November 11, 2020}
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@online{facebook,
title = {Facebook},
note = {\url{https://facebook.com}.
Accessed on November 11, 2020}
}
@inproceedings{fan2013differentially,
title = {Differentially private multi-dimensional time series release for traffic monitoring},
author = {Fan, Liyue and Xiong, Li and Sunderam, Vaidy},
booktitle = {IFIP Annual Conference on Data and Applications Security and Privacy},
pages = {33--48},
year = {2013},
organization = {Springer}
}
@article{fan2014adaptive,
title = {An adaptive approach to real-time aggregate monitoring with differential privacy},
author = {Fan, Liyue and Xiong, Li},
journal = {IEEE Transactions on Knowledge and Data Engineering},
volume = {26},
number = {9},
pages = {2094--2106},
year = {2014},
publisher = {IEEE}
}
@inproceedings{farokhi2020temporally,
title = {Temporally Discounted Differential Privacy for Evolving Datasets on an Infinite Horizon},
author = {Farokhi, Farhad},
booktitle = {2020 ACM/IEEE 11th International Conference on Cyber-Physical Systems (ICCPS)},
pages = {1--8},
year = {2020},
organization = {IEEE}
}
@article{fiore2019privacy,
title = {Privacy of trajectory micro-data: a survey},
author = {Fiore, Marco and Katsikouli, Panagiota and Zavou, Elli and Cunche, Mathieu and Fessant, Fran{\c{c}}oise and Hello, Dominique Le and Aivodji, Ulrich Matchi and Olivier, Baptiste and Quertier, Tony and Stanica, Razvan},
journal = {arXiv preprint arXiv:1903.12211},
year = {2019}
}
@online{foursquare,
title = {Foursquare},
note = {\url{https://foursquare.com}.
Accessed on November 11, 2020}
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@misc{franceschi-bicchierairussell2015redditor,
title = {Redditor cracks anonymous data trove to pinpoint Muslim cab drivers},
author = {Franceschi-Bicchierai, Lorenzo},
year = {2015},
publisher = {Mashable},
howpublished = {\url{https://mashable.com/2015/01/28/redditor-muslim-cab-drivers}},
note = {Accessed on July 1, 2020}
}
@book{fuller2009introduction,
title = {Introduction to statistical time series},
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year = {2009},
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@inproceedings{fung2008anonymity,
title = {Anonymity for continuous data publishing},
author = {Fung, Benjamin and Wang, Ke and Fu, Ada Wai-Chee and Pei, Jian},
booktitle = {Proceedings of the 11th international conference on Extending database technology: Advances in database technology},
pages = {264--275},
year = {2008},
organization = {ACM}
}
@book{gagniuc2017markov,
title = {Markov Chains: From Theory to Implementation and Experimentation},
author = {Gagniuc, Paul A},
year = {2017},
publisher = {John Wiley \& Sons}
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@incollection{gama2007data,
title = {Data stream processing},
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booktitle = {Learning from Data Streams},
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@inproceedings{gambs2010show,
title = {Show me how you move and I will tell you who you are},
author = {Gambs, S{\'e}bastien and Killijian, Marc-Olivier and del Prado Cortez, Miguel N{\'u}{\~n}ez},
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pages = {34--41},
year = {2010}
}
@inproceedings{ganta2008composition,
title = {Composition attacks and auxiliary information in data privacy},
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@article{garcia2015edge,
title = {Edge-centric computing: Vision and challenges},
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volume = {45},
number = {5},
pages = {37--42},
year = {2015},
publisher = {ACM}
}
@article{gedik2008protecting,
title = {Protecting location privacy with personalized k-anonymity: Architecture and algorithms},
author = {Gedik, Bugra and Liu, Ling},
journal = {IEEE Transactions on Mobile Computing},
volume = {7},
number = {1},
pages = {1--18},
year = {2008},
publisher = {IEEE}
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@inproceedings{ghinita2008private,
title = {Private queries in location based services: anonymizers are not necessary},
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booktitle = {Proceedings of the 2008 ACM SIGMOD international conference on Management of data},
pages = {121--132},
year = {2008},
organization = {ACM}
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@inproceedings{ghinita2009preventing,
title = {Preventing velocity-based linkage attacks in location-aware applications},
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pages = {246--255},
year = {2009},
organization = {ACM}
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@online{gmaps,
title = {Google Maps},
note = {\url{https://google.com/maps}.
Accessed on November 11, 2020}
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@inproceedings{gotz2012maskit,
title = {Maskit: Privately releasing user context streams for personalized mobile applications},
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pages = {289--300},
year = {2012},
organization = {ACM}
}
@book{grunwald2007minimum,
title = {The minimum description length principle},
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@article{gruteser2004protecting,
title = {Protecting privacy, in continuous location-tracking applications},
author = {Gruteser, Marco and Liu, Xuan},
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% new algorithm
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