Keyword

data anonymization

Description: A data-protection process that removes or transforms identifying information to reduce the ability to associate data with particular individuals.

Primary topic: Privacy-Preserving Technologies in Data (51%)

Wikidata ID: wiki/Q17006654

OpenAlex ID: keywords/data-anonymization

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

2002 · LATANYA SWEENEY · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 8,561

L -diversity

2007 · Ashwin Machanavajjhala, Daniel Kifer, et al. · ACM Transactions on Knowledge Discovery from Data · 3,614

L-diversity: privacy beyond k-anonymity

2006 · A. Machanavajjhala, J. Gehrke, et al. · Proceedings - International Conference on Data Engineering · 2,384

ACHIEVING k-ANONYMITY PRIVACY PROTECTION USING GENERALIZATION AND SUPPRESSION

2002 · LATANYA SWEENEY · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 1,976

De-anonymizing Social Networks

2009 · Arvind Narayanan, Vitaly Shmatikov · Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · 1,308

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Mondrian Multidimensional K-Anonymity

2006 · K. LeFevre, D.J. DeWitt, et al. · Proceedings - International Conference on Data Engineering · 1,142

Broken Promises of Privacy: Responding to the Surprising Failure of Anonymization

2009 · Paul Ohm · SSRN Electronic Journal · 997

Privacy and artificial intelligence: challenges for protecting health information in a new era

2021 · Blake Murdoch · BMC Medical Ethics · 987

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Dynamic population mapping using mobile phone data

2014 · Pierre Deville, Catherine Linard, et al. · Proceedings of the National Academy of Sciences · 906

“But the data is already public”: on the ethics of research in Facebook

2010 · Michael Zimmer · Ethics and Information Technology · 893

Estimating the success of re-identifications in incomplete datasets using generative models

2019 · Luc Rocher, Julien M. Hendrickx, et al. · Nature Communications · 807

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Transforming data to satisfy privacy constraints

2002 · Vijay S. Iyengar · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 794

Generalizing data to provide anonymity when disclosing information (abstract)

1998 · Pierangela Samarati, Latanya Sweeney · 782

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Big healthcare data: preserving security and privacy

2018 · Karim Abouelmehdi, Abderrahim Beni-Hessane, et al. · Journal Of Big Data · 740

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Preserving Privacy in Social Networks Against Neighborhood Attacks

2008 · Bin Zhou, Jian Pei · Proceedings - International Conference on Data Engineering · 723

The Ethics of Big Data: Current and Foreseeable Issues in Biomedical Contexts

2015 · Brent Daniel Mittelstadt, Luciano Floridi · Science and Engineering Ethics · 712

Medical Image Synthesis for Data Augmentation and Anonymization Using Generative Adversarial Networks

2018 · Hoo-Chang Shin, Neil A. Tenenholtz, et al. · Lecture notes in computer science · 695

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Personalized privacy preservation

2006 · Xiaokui Xiao, Yufei Tao · Proceedings - ACM-SIGMOD International Conference on Management of Data · 682

Anatomy: simple and effective privacy preservation

2006 · Xiaokui Xiao, Yufei Tao · Very Large Data Bases · 662

Elements of Statistical Disclosure Control

2001 · Leon Willenborg, Ton de Waal · Lecture notes in statistics · 651

The SAIL databank: linking multiple health and social care datasets

2009 · Ronan A Lyons, Kerina H Jones, et al. · BMC Medical Informatics and Decision Making · 635

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(α, k)-anonymity

2006 · Raymond Chi-Wing Wong, Jiuyong Li, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 625

On k -anonymity and the curse of dimensionality

2005 · Charų C. Aggarwal · 623

Smart Grid Privacy via Anonymization of Smart Metering Data

2010 · Costas Efthymiou, Georgios Kalogridis · IEEE International Conference on Smart Grid Communications (SmartGridComm) · 617

Preserving privacy by de-identifying face images

2005 · E.M. Newton, L. Sweeney, et al. · IEEE Transactions on Knowledge and Data Engineering · 617

Works count: 13,250

Citation count: 123,300