t-closeness

GPTKB entity

Statements (18)
Predicate Object
gptkbp:instanceOf privacy model
gptkbp:address background knowledge attack
gptkbp:application data privacy
data anonymization
gptkbp:defines A privacy model that requires the distribution of a sensitive attribute in any equivalence class to be close to the distribution of the attribute in the overall table, with closeness measured by a threshold t.
gptkbp:goal prevent attribute disclosure
https://www.w3.org/2000/01/rdf-schema#label t-closeness
gptkbp:improves gptkb:l-diversity
gptkbp:introduced gptkb:Suresh_Venkatasubramanian
gptkb:Ninghui_Li
gptkb:Tiancheng_Li
gptkbp:introducedIn 2007
gptkbp:measures gptkb:Earth_Mover's_Distance
gptkbp:publishedIn gptkb:IEEE_23rd_International_Conference_on_Data_Engineering_(ICDE_2007)
gptkbp:relatedTo gptkb:k-anonymity
gptkb:l-diversity
gptkbp:bfsParent gptkb:Differential_Privacy
gptkbp:bfsLayer 5