Data Anonymization Publications

Publications in Data Anonymization

Explore the most influential research papers and scholarly works that have shaped Data Anonymization. Use the concept filter below to focus on a specific sub-area of research.

Data Anonymization

3.4K

Publications

225.7K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY Latanya Sweeney International Journal of Uncertainty Fuzziness and Knowledge-Based Systems Data Holder ReleasePrivacy ProtectionEngineeringInformation SecurityHealth Data Protection	2002	8.4K
<i>L</i> -diversity Ashwin Machanavajjhala, Daniel Kifer, Johannes Gehrke, ACM Transactions on Knowledge Discovery from Data Privacy ProtectionEngineeringPrivacy-preserving TechniquesInformation SecurityPseudonymization	2007	3.5K
t-Closeness: Privacy Beyond k-Anonymity and l-Diversity Ninghui Li, Tiancheng Li, Suresh Venkatasubramanian K-anonymity Privacy RequirementPrivacy ProtectionEngineeringInformation SecurityEquivalence Class	2007	3.3K
L-diversity: privacy beyond k-anonymity Ashwin Machanavajjhala, Johannes Gehrke, Daniel Kifer, Privacy ProtectionEngineeringPrivacy-preserving TechniquesInformation SecurityPseudonymization	2006	2.4K
Protecting respondents identities in microdata release Pierangela Samarati IEEE Transactions on Knowledge and Data Engineering Privacy ProtectionEngineeringInformation SecurityInformation ForensicsPseudonymization	2001	2.3K
Anonymous Usage of Location-Based Services Through Spatial and Temporal Cloaking Marco Gruteser, Dirk Grunwald EngineeringInformation SecurityAnonymous UsageLocation-aware Social MediumCommunication	2003	2.3K
Robust De-anonymization of Large Sparse Datasets Arvind Narayanan, Vitaly Shmatikov Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy Privacy ProtectionEngineeringInformation SecurityInformation ForensicsNetflix Prize Dataset	2008	2.2K
Privacy-Preserving Deep Learning Reza Shokri, Vitaly Shmatikov Privacy ProtectionEngineeringMachine LearningInformation SecurityInformation Privacy	2015	2.2K
ACHIEVING k-ANONYMITY PRIVACY PROTECTION USING GENERALIZATION AND SUPPRESSION Latanya Sweeney International Journal of Uncertainty Fuzziness and Knowledge-Based Systems Privacy ProtectionEngineeringPrivacy-preserving TechniquesInformation SecurityBiometrics	2002	2K
Crowds Michael K. Reiter, Aviel D. Rubin ACM Transactions on Information and System Security Privacy PreservationAnonymity PropertiesEngineeringInformation SecurityData Anonymization	1998	1.8K
Location privacy in pervasive computing Alastair R. Beresford, Frank Stajano IEEE Pervasive Computing EngineeringLocation PrivacySmart CityInformation SecurityInformation Forensics	2003	1.6K
RAPPOR Privacy ProtectionEngineeringInformation SecurityInformation ForensicsClient Data	2014	1.5K

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