Unique in the Crowd: The privacy bounds of human mobility

de Montjoye, Yves-Alexandre, Hidalgo, César A., Verleysen, Michel, Blondel, Vincent D.·2013·Scientific Reports
DOI 10.1038/srep01376

Cited by (1,000)

Items 201–300 of 1,000

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  2. What Does The Crowd Say About You? Evaluating Aggregation-based Location Privacy
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  3. Ghost Riders: Sybil Attacks on Crowdsourced Mobile Mapping Services
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  4. E-scooters in urban infrastructure: Understanding sidewalk, bike lane, and roadway usage from trajectory data
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  5. Semantic-Aware Privacy-Preserving Online Location Trajectory Data Sharing
    Zhirun Zheng, Zhetao Li, Hongbo Jiang · 2022 · IEEE Transactions on Information Forensics and Security
  6. Mobile Network Data for Public Health: Opportunities and Challenges
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  7. Preserving mobile subscriber privacy in open datasets of spatiotemporal trajectories
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  8. Evaluation of home detection algorithms on mobile phone data using individual-level ground truth
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  9. The Right to Erasure in EU Data Protection Law
    Jef Ausloos · 2020
  10. Where Are You? Location Tracking and the Promise of Child Safety
    Amy Adele Hasinoff · 2016 · Television & New Media
  11. Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach
    Nicholas Jing Yuan, Yingzi Wang, Fuzheng Zhang, Xing Xie, Guangzhong Sun · 2013 · Proceedings
  12. Dynamic denominators: the impact of seasonally varying population numbers on disease incidence estimates
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  13. Modeling the Hourly Distribution of Population at a High Spatiotemporal Resolution Using Subway Smart Card Data: A Case Study in the Central Area of Beijing
    Yunjia Ma, Wei Xu, Xiujuan Zhao, Ying Li · 2017 · ISPRS International Journal of Geo-Information
  14. Synthetic Data for Social Good
    Bill Howe, Julia Stoyanovich, Haoyue Ping, Bernease Herman, Matt Gee · 2017 · arXiv (Cornell University)
  15. Econometrics and Machine Learning
    Arthur Charpentier A, Emmanuel Flachaire, Antoine Ly · 2019 · Economie et Statistique / Economics and Statistics
  16. Protecting personal trajectories of social media users through differential privacy
    Shuo Wang, Richard Sinnott · 2017 · Computers & Security
  17. CATS: Conditional Adversarial Trajectory Synthesis for privacy-preserving trajectory data publication using deep learning approaches
    Jinmeng Rao, Song Gao, Sijia Zhu · 2023 · International Journal of Geographical Information Systems
  18. Opening research data: issues and opportunities
    Sue Childs, Julie McLeod, Elizabeth Lomas, Glenda Anne Cook · 2014 · Records Management Journal
  19. TGM: A Generative Mechanism for Publishing Trajectories With Differential Privacy
    Soheila Ghane, Lars Kulik, Kotagiri Ramamohanarao · 2019 · IEEE Internet of Things Journal
  20. On the Challenges and Potential of Using Barometric Sensors to Track Human Activity
    Ajaykumar Manivannan, Wei Chien Benny Chin, Alain Barrat, Roland Bouffanais · 2020 · Sensors
  21. Characterising travel behaviour patterns of transport hub station area users using mobile phone data
    Long Cheng, Xinmei Cai, Zhuo Liu · 2024 · Journal of Transport Geography
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  23. The anatomy of urban social networks and its implications in the searchability problem
    Carlos Herrera-Yagüe, Christian Schneider, Thomas Couronné, Zbigniew Smoreda, R. M. Benito, Pedro J. Zufiria, Marta C. González · 2015 · Scientific Reports
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    Huagui Guo, Weifeng Li, Fei Yao, Jiansheng Wu, Xingang Zhou, Yang Yue, Anthony G.O. Yeh · 2020 · Environment International
  25. A Game Theoretic Framework for Analyzing Re-Identification Risk
    Zhiyu Wan, Yevgeniy Vorobeychik, Weiyi Xia, Ellen Wright Clayton, Murat Kantarcıoğlu, Ranjit Ganta, Raymond D. Heatherly, Bradley Malin · 2015 · PLoS ONE
  26. Finding Similar Mobile Consumers with a Privacy-Friendly Geosocial Design
    Foster John Provost, David Martens, Alan T. Murray · 2015 · Information Systems Research
  27. Privacy in trajectory micro-data publishing : a survey
    Fiore, Marco, Katsikouli, Panagiota, Zavou, Elli, Cunche, Mathieu, Françoise Fessant, Hello, Dominique Le, Ulrich Aïvodji, Baptiste Olivier, Tony Quertier, Razvan Stanica · 2019 · arXiv (Cornell University)
  28. Understanding behaviours in context using mobile sensing
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  29. With advancement in health technology comes great responsibility—ethical and safety considerations for using digital health technology: a narrative review
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  31. Characterizing mobility patterns of private electric vehicle users with trajectory data
    Xiong Yang, Chengxiang Zhuge, Chunfu Shao, Yuantan Huang, Justin Hayse Chiwing G. Tang, Mingdong Sun, Pinxi Wang, Shiqi Wang · 2022 · Applied Energy
  32. 30 Years of Synthetic Data
    Jörg Drechsler, Anna‐Carolina Haensch · 2024 · Statistical Science
  33. A survey on addressing privacy together with quality of context for context management in the Internet of Things
    Sophie Chabridon, Romain Laborde, Thierry Desprats, Arnaud Oglaza, Pierrick Marie, Samer Machara Marquez · 2013 · Annals of Telecommunications
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    Lukasz Piwek, David A. Ellis · 2016 · Frontiers in Psychology
  35. Aggregated responses of human mobility to severe winter storms: An empirical study
    Yan Wang, Qi Wang, John Eric Taylor · 2017 · PLoS ONE
  36. Reimagining Health Data Exchange: An Application Programming Interface–Enabled Roadmap for India
    Satchit Balsari, Alexander Fortenko, Joaquín A. Blaya, Adrian Gropper, Malavika Jayaram, Rahul Matthan, Ram Sahasranam, Mark Shankar, Suptendra Nath Sarbadhikari, Barbara E. Bierer et al. · 2018 · Journal of Medical Internet Research
  37. A Trajectory Released Scheme for the Internet of Vehicles Based on Differential Privacy
    Sujin Cai, Xin Lyu, Xin Li · 2021 · IEEE Transactions on Intelligent Transportation Systems
  38. Which Information Matters? Measuring Landlord Assessment of Tenant Screening Reports
    Wonyoung So · 2022 · Housing Policy Debate
  39. Rebooting consent in the digital age: a governance framework for health data exchange
    Nivedita Saksena, Rahul Matthan, Anant Bhan, Satchit Balsari · 2021 · BMJ Global Health
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  41. Automatic user identification method across heterogeneous mobility data sources
    Wei Cao, Zhengwei Wu, Dong Wang · 2016 · Proceedings - International Conference on Data Engineering
  42. A New Privacy Breach: User Trajectory Recovery From Aggregated Mobility Data
    Zhen Tu, Fengli Xu, Yong Li, Pengyu Zhang, Depeng Jin · 2018 · IEEE/ACM Transactions on Networking
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  44. DATA ANALYTICS AND PREDICTIVE ANALYTICS IN THE ERA OF BIG DATA
    Amy Shi‐Nash, David Roi Hardoon · 2016
  45. De-anonymization Attack on Geolocated Data
    Sébastien Gambs, Marc‐Olivier Killijian, Miguel Núñez-del-Prado · 2013 · IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom)
  46. Inferring multi-stage risk for online consumer credit services: An integrated scheme using data augmentation and model enhancement
    Jilei Zhou, Cong Wang, Fei Yan Ren, Guoqing Chen · 2021 · Decision Support Systems
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    Sanja Brdar, Katarina Gavrić, Dubravko R. Culibrk, Vladimir S. Crnojevic · 2016 · Scientific Reports
  48. ‘Just What do You Think You’re Doing, Dave?’ A Checklist for Responsible Data Use in NLP
    Rogers, Anna, Baldwin, Timothy, Leins, Kobi · 2021 · Findings of the Association for Computational Linguistics: EMNLP 2021
  49. Remotely measuring populations during a crisis by overlaying two data sources
    Nita Bharti, Xin Biao Lu, Linus Bengtsson, Erik Wilhelm Wetter, Andrew J. Tatem · 2015 · International Health
  50. Measuring populations to improve vaccination coverage
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  51. Beyond K-Anonymity: Protect Your Trajectory from Semantic Attack
    Zhen Tu, Kai Zhao, Fengli Xu, Yong Li, Li Su, Depeng Jin · 2017 · IEEE International Conference on Sensing, Communication, and Networking (SECON)
  52. Tweeting Up a Storm: The Promise and Perils of Crisis Mapping
    Lea Shanley, Ryan Burns, Zachary Bastian · 2014 · SSRN Electronic Journal
  53. Analysing the privacy policies of Wi-Fi trackers
    Levent Demir, Mathieu Cunche, Cédric Lauradoux · 2014
  54. Not So Unique in the Crowd: a Simple and Effective Algorithm for Anonymizing Location Data
    Song Yi, Daniel Dahlmeier, Stéphane Bressan · 2015
  55. A Geoprivacy by Design Guideline for Research Campaigns That Use Participatory Sensing Data
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  56. Crowdsourcing Physiological Conditions and Subjective Emotions by Coupling Technical and Human Mobile Sensors
    Bernd Resch, Martin Sudmanns, Günther Sagl · 2015 · GI_Forum
  57. Beyond Open vs. Closed
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  58. Mining trips from location-based social networks for clustering travelers and destinations
    Linus W. Dietz, Avradip Sen, Rinita Roy, Wolfgang Wörndl · 2020 · Information Technology & Tourism
  59. Optimizing the synthesis of clinical trial data using sequential trees
    Khaled El Emam, Lucy Mosquera, Chaoyi Zheng · 2020 · Journal of the American Medical Informatics Association
  60. Identifying home locations in human mobility data: an open-source R package for comparison and reproducibility
    Qingqing Chen, Ate Poorthuis · 2021 · International Journal of Geographical Information Systems
  61. Re-identification and information fusion between anonymized CDR and social network data
    Alket Cecaj, Marco Mamei, Franco Zambonelli · 2015 · Journal of Ambient Intelligence and Humanized Computing
  62. Efficient detection of contagious outbreaks in massive metropolitan encounter networks
    Lijun Sun, Kay W. Axhausen, Der-Horng Lee, Manuel Cebrián · 2014 · Scientific Reports
  63. A survey on Human Mobility and its applications
    Asgari, Fereshteh, Vincent Gauthier, Monique Becker · 2013 · arXiv (Cornell University)
  64. A method for generating synthetic longitudinal health data
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  65. Security and privacy grand challenges for the Internet of Things
    Glenn Fink, Dimitri V. Zarzhitsky, Thomas E. Carroll, Ethan D. Farquhar · 2015 · International Conference on Collaboration Technologies and Systems (CTS)
  66. Technologies to Measure and Modify Physical Activity and Eating Environments
    Abby C. King, Karen Glanz, Kevin Patrick · 2015 · American Journal of Preventive Medicine
  67. A general approach to detecting migration events in digital trace data
    Guanghua Chi, Fengyang Lin, Guangqing Chi, Joshua Evan Blumenstock · 2020 · PLoS ONE
  68. ODT FLOW: Extracting, analyzing, and sharing multi-source multi-scale human mobility
    Zhenlong Li, Xiao Huang, Tao Hu, Huan Ning, Xinyue Ye, Binghu Huang, Xiaoming Li · 2021 · PLoS ONE
  69. Local Trajectory Privacy Protection in 5G Enabled Industrial Intelligent Logistics
    Zhigang Yang, Ruyan Wang, Dapeng Wu, Honggang Wang, Haina Song, Xinqiang Ma · 2021 · IEEE Transactions on Industrial Informatics
  70. Asymptotically Optimal Matching of Multiple Sequences to Source Distributions and Training Sequences
    Jayakrishnan Unnikrishnan · 2014 · IEEE Transactions on Information Theory
  71. Social network sites, privacy and the blurring boundary between public and private spaces
    Stefan Strauß, Michael Nentwich · 2013 · Science and Public Policy
  72. DI-Mondrian: Distributed improved Mondrian for satisfaction of the L-diversity privacy model using Apache Spark
    Farough Ashkouti, Keyhan Khamforoosh, Amir Sheikhahmadi · 2020 · Information Sciences
  73. Establishing the integrated science of movement: bringing together concepts and methods from animal and human movement analysis
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  74. Generative Models for Synthetic Urban Mobility Data: A Systematic Literature Review
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  75. Don’t Count Me Out: On the Relevance of IP Address in the Tracking Ecosystem
    Vikas Mishra, Pierre Laperdrix, Antoine Vastel · 2020
  76. Real-Time Large-Scale Map Matching Using Mobile Phone Data
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  77. Mapping Human Activity Volumes Through Remote Sensing Imagery
    Xiaoyue Xing, Zhou Huang, Ximeng Cheng, Di Zhu, Chaogui Kang, Fan Zhang, Yu Liu · 2020 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  78. Citizen-Centered Mobile Health Apps Collecting Individual-Level Spatial Data for Infectious Disease Management: Scoping Review
    Felix Nikolaus Wirth, Marco Johns, Thierry Meurers, Fabian Praßer · 2020 · JMIR mhealth and uhealth
  79. Big Data and Artificial Intelligence in Digital Finance
    John K. Soldatos, Dimosthenis Kyriazis · 2022 · Springer eBooks
  80. Privacy and utility of private synthetic data for medical data analyses
    Appenzeller, Arno, Leitner, Moritz, Philipp, Patrick, Krempel, Erik, Beyerer, Jürgen · 2022 · Applied Sciences
  81. Platform specificity and the politics of location data extraction
    Carlos Barreneche, R. Wilken · 2015 · European Journal of Cultural Studies
  82. The Impact of the Transportation Network Companies on the Taxi Industry: Evidence from Beijing’s GPS Taxi Trajectory Data
    Weiwei Jiang, Zhang Lin · 2018 · IEEE Access
  83. To Extend or not to Extend
    Gábor György Gulyas, Dolière Francis Somé, Nataliia Bielova · 2018 · Workshop on Privacy in the Electronic Society
  84. Research ethics for mobile sensing device use by vulnerable populations
    Samantha Breslin, Martine Shareck, Daniel Fuller · 2019 · Social Science & Medicine
  85. Caveat Emptor: The Risks of Using Big Data for Human Development
    Siddique Latif, Adnan Qayyum, Muhammad Usama, Junaid Qadir, Andrej Zwitter, Muhammad Shahzad · 2019 · IEEE Technology and Society Magazine
  86. L’État plateforme et l’identification numérique des usagers
    Marie Alauzen · 2019 · Réseaux
  87. Privacy Preservation in Online Social Networks Using Multiple-Graph-Properties-Based Clustering to Ensure k-Anonymity, l-Diversity, and t-Closeness
    Rupali Gangarde, Amit Kumar Sharma, Ambika Pawar, Rahul Joshi, Sudhanshu Suhas Gonge · 2021 · Electronics
  88. Residents, Employees and Visitors: Effects of Three Types of Ambient Population on Theft on Weekdays and Weekends in Beijing, China
    Guangwen Song, Yanji Zhang, Wim Bernasco, Liang Cai, Lin Liu, Bo Qin, Peng Chen · 2021 · Journal of Quantitative Criminology
  89. Validating a membership disclosure metric for synthetic health data
    Khaled El Emam, Lucy Mosquera, Xi Fang · 2022 · JAMIA Open
  90. OIMNet++: Prototypical Normalization and Localization-Aware Learning for Person Search
    Sanghoon Lee, Youngmin Oh, Donghyeon Baek · 2022 · Lecture notes in computer science
  91. Comment on “Unique in the shopping mall: On the reidentifiability of credit card metadata”
    David Sánchez, Sergio Mart́ınez, Josep Domingo‐Ferrer · 2016 · Science
  92. LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection
    Jinmeng Rao, Song Gao, Yuhao Kang · 2020 · arXiv (Cornell University)
  93. Quantifying long-term evolution of intra-urban spatial interactions
    Lijun Sun, Jian Gang Jin, Kay W. Axhausen, Der-Horng Lee, Manuel Cebrián · 2014 · Journal of The Royal Society Interface
  94. SynTF
    Benjamin Weggenmann, Florian Kerschbaum · 2018 · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
  95. Tagvisor
    Yang Zhang, Mathias Humbert, Tahleen Rahman, Cheng–Te Li, Jun Pang, Michael Backes A · 2018 · International World Wide Web Conference (WWW)
  96. Toward monetizing personal data: A two-sided market analysis
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  97. Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data Challenge
    C. Bowen, Joshua Snoke · 2019 · Journal of Privacy and Confidentiality
  98. Who Can Find My Devices? Security and Privacy of Apple’s Crowd-Sourced Bluetooth Location Tracking System
    Alexander Heinrich, Milan Stute, Tim Kornhuber · 2021 · Proceedings on Privacy Enhancing Technologies
  99. Estimating Food Consumption and Poverty Indices with Mobile Phone Data
    Adeline Decuyper, Alex Rutherford, Amit Wadhwa · 2014 · arXiv (Cornell University)
  100. Quantifying the Impact of Accessibility on Preventive Healthcare in Sub-Saharan Africa Using Mobile Phone Data
    Wesolowski, Amy, O’Meara, Wendy Prudhomme, Tatem, Andrew J., Ndege, Samson, Eagle, Nathan, Buckee, Caroline O. · 2015 · Epidemiology