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title = {Context-Aware Local Differential Privacy},
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journal = {arXiv preprint arXiv:1911.00038},
year = {2019}
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year = {2017},
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title = {An adaptive geo-indistinguishability mechanism for continuous LBS queries},
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volume = {75},
year = {2013},
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@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}
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title = {L{\'e}vy processes and stochastic calculus},
author = {Applebaum, David},
year = {2009},
publisher = {Cambridge university press}
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@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}
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title = {Sampling from a moving window over streaming data},
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booktitle = {Proceedings of the thirteenth annual ACM-SIAM symposium on Discrete algorithms},
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year = {2002},
organization = {Society for Industrial and Applied Mathematics}
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@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}
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@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}
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@article{beresford2003location,
title = {Location privacy in pervasive computing},
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journal = {IEEE Pervasive computing},
volume = {2},
number = {1},
pages = {46--55},
year = {2003},
publisher = {IEEE}
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title = {ST-DBSCAN: An algorithm for clustering spatial--temporal data},
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volume = {60},
number = {1},
pages = {208--221},
year = {2007},
publisher = {Elsevier}
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@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}
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title = {Space/time trade-offs in hash coding with allowable errors},
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@inproceedings{bolot2013private,
title = {Private decayed predicate sums on streams},
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booktitle = {Proceedings of the 16th International Conference on Database Theory},
pages = {284--295},
year = {2013},
organization = {ACM}
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@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://www.chambersandpartners.com/article/713/personal-data-the-new-oil-of-the-digital-economy}},
note = {Accessed: 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},
publisher = {Channel 4},
year = {2018},
howpublished = {\url{https://www.channel4.com/news/data-democracy-and-dirty-tricks-cambridge-analytica-uncovered-investigation-expose}},
note = {Accessed: 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.}
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@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},
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@inproceedings{chen2017pegasus,
title = {PeGaSus: Data-Adaptive Differentially Private Stream Processing},
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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},
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@article{christin2011survey,
title = {A survey on privacy in mobile participatory sensing applications},
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@article{cortes2001signature,
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@article{datar2002maintaining,
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@article{de2013unique,
title = {Unique in the crowd: The privacy bounds of human mobility},
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@inproceedings{durr2011position,
title = {Position sharing for location privacy in non-trusted systems},
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@inproceedings{dwork2006calibrating,
title = {Calibrating noise to sensitivity in private data analysis},
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@inproceedings{dwork2008differential,
title = {Differential privacy: A survey of results},
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@inproceedings{dwork2010differential,
title = {Differential privacy under continual observation},
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@inproceedings{dwork2010pan,
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@article{dwork2011firm,
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@article{dwork2014algorithmic,
title = {The algorithmic foundations of differential privacy},
author = {Dwork, Cynthia and Roth, Aaron and others},
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year = {2014},
publisher = {Now Publishers, Inc.}
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@misc{economist2016data,
title = {The world's most valuable resource is no longer oil, but data},
publisher = {The Economist},
year = {2016},
howpublished = {\url{https://www.economist.com/leaders/2017/05/06/the-worlds-most-valuable-resource-is-no-longer-oil-but-data}},
note = {Accessed: December 1, 2019}
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@inproceedings{efthymiou2015big,
title = {Big data entity resolution: From highly to somehow similar entity descriptions in the Web},
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booktitle = {2015 IEEE International Conference on Big Data (Big Data)},
pages = {401--410},
year = {2015},
organization = {IEEE}
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@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}
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@inproceedings{erdogdu2015privacy,
title = {Privacy-utility trade-off under continual observation},
author = {Erdogdu, Murat A and Fawaz, Nadia},
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year = {2015}
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@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},
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organization = {ACM}
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@online{experian,
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@online{facebook,
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@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}
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@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}
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@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}
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@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},
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year = {2019}
}
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title = {Foursquare},
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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: July 1, 2020}
}
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@book{gagniuc2017markov,
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@inproceedings{gambs2010show,
title = {Show me how you move and I will tell you who you are},
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pages = {34--41},
year = {2010}
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@inproceedings{ganta2008composition,
title = {Composition attacks and auxiliary information in data privacy},
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title = {Edge-centric computing: Vision and challenges},
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volume = {45},
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pages = {37--42},
year = {2015},
publisher = {ACM}
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@article{gedik2008protecting,
title = {Protecting location privacy with personalized k-anonymity: Architecture and algorithms},
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@inproceedings{ghinita2008private,
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year = {2008},
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@inproceedings{ghinita2009preventing,
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title = {Google Maps},
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@inproceedings{gotz2012maskit,
title = {Maskit: Privately releasing user context streams for personalized mobile applications},
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@book{grunwald2007minimum,
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year = {2007},
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@article{gruteser2004protecting,
title = {Protecting privacy, in continuous location-tracking applications},
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@misc{gualtieri2016perishable,
author = {Mike Gualtieri, Rowan Curran, Holger Kisker and Emily Miller},
title = {Perishable Insights -- Stop Wasting Money On Unactionable Analytics},
organization = {Forrester},
year = {2016}
}
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% new algorithm
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