Matches in SemOpenAlex for { <https://semopenalex.org/work/W56523398> ?p ?o ?g. }
- W56523398 endingPage "215" @default.
- W56523398 startingPage "199" @default.
- W56523398 abstract "Organizations often need to release microdata without revealing sensitive information. To this scope, data are anonymized and, to assess the quality of the process, various privacy metrics have been proposed, such as k-anonymity, l-diversity, and t-closeness. These metrics are able to capture different aspects of the disclosure risk, imposing minimal requirements on the association of an individual with the sensitive attributes. If we want to combine them in a optimization problem, we need a common framework able to express all these privacy conditions. Previous studies proposed the notion of mutual information to measure the different kinds of disclosure risks and the utility, but, since mutual information is an average quantity, it is not able to completely express these conditions on single records. We introduce here the notion of one-symbol information (i.e., the contribution to mutual information by a single record) that allows to express and compare the disclosure risk metrics. In addition, we obtain a relation between the risk values t and l, which can be used for parameter setting. We also show, by numerical experiments, how l-diversity and t-closeness can be represented in terms of two different, but equally acceptable, conditions on the information gain.." @default.
- W56523398 created "2016-06-24" @default.
- W56523398 creator A5074900606 @default.
- W56523398 date "2010-12-01" @default.
- W56523398 modified "2023-09-26" @default.
- W56523398 title "An information theoretic approach for privacy metrics" @default.
- W56523398 cites W1873763122 @default.
- W56523398 cites W1992263322 @default.
- W56523398 cites W1993116423 @default.
- W56523398 cites W1995875735 @default.
- W56523398 cites W1997881061 @default.
- W56523398 cites W1999602050 @default.
- W56523398 cites W2035135352 @default.
- W56523398 cites W2043619638 @default.
- W56523398 cites W2045897233 @default.
- W56523398 cites W2061991353 @default.
- W56523398 cites W2066873261 @default.
- W56523398 cites W2099321136 @default.
- W56523398 cites W2119067110 @default.
- W56523398 cites W2125855305 @default.
- W56523398 cites W2134479759 @default.
- W56523398 cites W2136114025 @default.
- W56523398 cites W2142406320 @default.
- W56523398 cites W2147295875 @default.
- W56523398 cites W2147324825 @default.
- W56523398 cites W2148130403 @default.
- W56523398 cites W2161082024 @default.
- W56523398 cites W2911978475 @default.
- W56523398 hasPublicationYear "2010" @default.
- W56523398 type Work @default.
- W56523398 sameAs 56523398 @default.
- W56523398 citedByCount "16" @default.
- W56523398 countsByYear W565233982012 @default.
- W56523398 countsByYear W565233982013 @default.
- W56523398 countsByYear W565233982014 @default.
- W56523398 countsByYear W565233982015 @default.
- W56523398 countsByYear W565233982016 @default.
- W56523398 countsByYear W565233982018 @default.
- W56523398 crossrefType "journal-article" @default.
- W56523398 hasAuthorship W56523398A5074900606 @default.
- W56523398 hasConcept C111472728 @default.
- W56523398 hasConcept C124101348 @default.
- W56523398 hasConcept C134306372 @default.
- W56523398 hasConcept C137822555 @default.
- W56523398 hasConcept C138885662 @default.
- W56523398 hasConcept C144024400 @default.
- W56523398 hasConcept C149923435 @default.
- W56523398 hasConcept C152139883 @default.
- W56523398 hasConcept C154945302 @default.
- W56523398 hasConcept C178005623 @default.
- W56523398 hasConcept C23123220 @default.
- W56523398 hasConcept C25343380 @default.
- W56523398 hasConcept C2778355071 @default.
- W56523398 hasConcept C2779530757 @default.
- W56523398 hasConcept C2779545769 @default.
- W56523398 hasConcept C2908647359 @default.
- W56523398 hasConcept C2988416141 @default.
- W56523398 hasConcept C33923547 @default.
- W56523398 hasConcept C38652104 @default.
- W56523398 hasConcept C41008148 @default.
- W56523398 hasConcept C52130261 @default.
- W56523398 hasConceptScore W56523398C111472728 @default.
- W56523398 hasConceptScore W56523398C124101348 @default.
- W56523398 hasConceptScore W56523398C134306372 @default.
- W56523398 hasConceptScore W56523398C137822555 @default.
- W56523398 hasConceptScore W56523398C138885662 @default.
- W56523398 hasConceptScore W56523398C144024400 @default.
- W56523398 hasConceptScore W56523398C149923435 @default.
- W56523398 hasConceptScore W56523398C152139883 @default.
- W56523398 hasConceptScore W56523398C154945302 @default.
- W56523398 hasConceptScore W56523398C178005623 @default.
- W56523398 hasConceptScore W56523398C23123220 @default.
- W56523398 hasConceptScore W56523398C25343380 @default.
- W56523398 hasConceptScore W56523398C2778355071 @default.
- W56523398 hasConceptScore W56523398C2779530757 @default.
- W56523398 hasConceptScore W56523398C2779545769 @default.
- W56523398 hasConceptScore W56523398C2908647359 @default.
- W56523398 hasConceptScore W56523398C2988416141 @default.
- W56523398 hasConceptScore W56523398C33923547 @default.
- W56523398 hasConceptScore W56523398C38652104 @default.
- W56523398 hasConceptScore W56523398C41008148 @default.
- W56523398 hasConceptScore W56523398C52130261 @default.
- W56523398 hasIssue "3" @default.
- W56523398 hasLocation W565233981 @default.
- W56523398 hasOpenAccess W56523398 @default.
- W56523398 hasPrimaryLocation W565233981 @default.
- W56523398 hasRelatedWork W1594924534 @default.
- W56523398 hasRelatedWork W1992555411 @default.
- W56523398 hasRelatedWork W2004822439 @default.
- W56523398 hasRelatedWork W2035135352 @default.
- W56523398 hasRelatedWork W2071776923 @default.
- W56523398 hasRelatedWork W2109426455 @default.
- W56523398 hasRelatedWork W2114630367 @default.
- W56523398 hasRelatedWork W2119067110 @default.
- W56523398 hasRelatedWork W2120911939 @default.
- W56523398 hasRelatedWork W2125972489 @default.
- W56523398 hasRelatedWork W2128906841 @default.
- W56523398 hasRelatedWork W2134167315 @default.