K-anonymity

K-Anonymity is a privacy-preserving data anonymization model that ensures each individual in a dataset cannot be distinguished from at least k−1 other individuals with respect to their quasi-identifying attributes.

586

Publications

60.2K

Citations

1.4K

Authors

556

Institutions

Publications per year

2017–2026

177

Parents

Data AnonymizationData De-identificationData MinimizationData PrivacyDatabase PrivacyPrivacy Risk AssessmentPrivacy-preserving AnalyticsRe-identification RiskSensitive Data ProtectionWireless Privacy Protection

Publications

586

k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY

Latanya Sweeney · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 2002 · 8.5K citations

Computing, Computer Science, Data Science +17

<i>L</i> -diversity

Ashwin Machanavajjhala, Daniel Kifer, Johannes Gehrke et al. · ACM Transactions on Knowledge Discovery from Data · 2007 · 3.6K citations

Computing, Computer Science, Data Science +16

t-Closeness: Privacy Beyond k-Anonymity and l-Diversity

Ninghui Li, Tiancheng Li, Suresh Venkatasubramanian · 2007 · 3.4K citations

Computing, Computer Science, Data Management +16

L-diversity: privacy beyond k-anonymity

Ashwin Machanavajjhala, Johannes Gehrke, Daniel Kifer et al. · 2006 · 2.4K citations

Computing, Computer Science, Data Science +17

Protecting respondents identities in microdata release

Pierangela Samarati · IEEE Transactions on Knowledge and Data Engineering · 2001 · 2.3K citations

Computing, Computer Science, Computer Security +16

1–5 of 586

Authors

1.4K

VT
Vicenç Torra
Artificial Intelligence Research Institute, Spain
13 publications · 931 citations
13
h-index
JD
Josep Domingo‐Ferrer
Universitat Rovira i Virgili, Spain
13 publications · 1K citations
13
h-index
HW
Hua Wang
Victoria University, Australia
13 publications · 521 citations
12
h-index
JL
Jiuyong Li
University of South Australia, Australia
11 publications · 954 citations
11
h-index
CC
Chris Clifton
Purdue University West Lafayette, United States
10 publications · 1.4K citations
10
h-index

1–5 of 1.4K

Institutions

556

1–8 of 556

Venues

IEEE Transactions on Knowledge and Data Engineering
TKDE · 24 publications · 4.5K citations
21
h-index
IEEE Access
19 publications · 631 citations
14
h-index
University of Southern Queensland ePrints (University of Southern Queensland)
Repository · 6 publications · 165 citations
6
h-index
arXiv (Cornell University)
Repository · 5 publications · 123 citations
5
h-index
Procedia Computer Science
5 publications · 87 citations
5
h-index

1–5