%0 Conference Proceedings
%T The $${tkl}\hbox {-}\mathrm {Score}$$tkl-Score for Data-Sharing Misuseability
%+ University of Alberta
%A Eng, Kalvin
%A Stroulia, Eleni
%Z Part 6: Potpourri II
%< avec comité de lecture
%( Lecture Notes in Computer Science
%B 35th IFIP Annual Conference on Data and Applications Security and Privacy (DBSec)
%C Calgary, AB, Canada
%Y Ken Barker
%Y Kambiz Ghazinour
%I Springer International Publishing
%3 Data and Applications Security and Privacy XXXV
%V LNCS-12840
%P 312-324
%8 2021-07-19
%D 2021
%R 10.1007/978-3-030-81242-3_18
%K Data misuse
%K Data sharing
%K Data privacy
%Z Computer Science [cs]Conference papers
%X Estimating the potential for data misuse is essential for all data-sharing decisions. This work presents $${tkl}\hbox {-}\mathrm {Score}$$tkl-Score which extends the state of the art $${M}\hbox {-}\mathrm {Score}$$M-Score and $${L}\hbox {-}\mathrm {Severity}$$L-Severity measures. The new proposed measure is sensitive to the increased misuse potential when records are more identifiable in a source table with $${l}\hbox {-}\mathrm {Distinguishing~Factor}$$l-DistinguishingFactor and also when sensitive attributes are less granular in a source table with $${l}\hbox {-}\mathrm {Distinguishing~Factor}$$l-DistinguishingFactor and $${t}\hbox {-}\mathrm {Distinguishing~Factor}$$t-DistinguishingFactor; in contrast, the earlier $${M}\hbox {-}\mathrm {Score}$$M-Score and $${L}\hbox {-}\mathrm {Severity}$$L-Severity only account for record identifiability in a source table with $${k}\hbox {-}\mathrm {Distinguishing~Factor}$$k-DistinguishingFactor. $${tkl}\hbox {-}\mathrm {Score}$$tkl-Score is shown to better characterize the risk of releasing records compared to $${M}\hbox {-}\mathrm {Score}$$M-Score and $${L}\hbox {-}\mathrm {Severity}$$L-Severity due to accounting for sensitive attribute granularity.
%G English
%Z TC 11
%Z WG 11.3
%2 https://inria.hal.science/hal-03677040/document
%2 https://inria.hal.science/hal-03677040/file/513274_1_En_18_Chapter.pdf
%L hal-03677040
%U https://inria.hal.science/hal-03677040
%~ IFIP-LNCS
%~ IFIP
%~ IFIP-TC
%~ IFIP-WG
%~ IFIP-TC11
%~ IFIP-WG11-3
%~ IFIP-DBSEC
%~ IFIP-LNCS-12840