Matches in SemOpenAlex for { <https://semopenalex.org/work/W2165169055> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2165169055 endingPage "140" @default.
- W2165169055 startingPage "130" @default.
- W2165169055 abstract "Privacy is one of the main concerns in data publishing especially when releasing datasets involving human subjects contain sensitive information. Hence, to protect the privacy of individuals, a model that is widely used for privacy preservation in publishing micro-data, is k-anonymity. It reduces the linking confidence between sensitive information and specific individual by 1/k ratio. However, k-anonymous dataset loses its accuracy due to the information loss. Most of the existing k-anonymization approaches suffer from huge information loss. In this paper we study the information loss issue and we propose a new model based on distance calculation between tuples including numerical and categorical attributes which is independent of attributes hierarchical structures. Then based on the proposed model we present the SpatialDistance (SD) heuristic algorithm for kanonymization. Our extensive study on real datasets shows that the proposed algorithm in comparison with existing well-known algorithms offers much higher data utility and reduces the information loss significantly. It also provides higher privacy protection for outliers." @default.
- W2165169055 created "2016-06-24" @default.
- W2165169055 creator A5047898262 @default.
- W2165169055 creator A5089472965 @default.
- W2165169055 date "2013-01-01" @default.
- W2165169055 modified "2023-09-28" @default.
- W2165169055 title "EFFICIENT LOCAL RECODING ANONYMIZATION FOR DATASETS WITHOUT ATTRIBUTE HIERARCHICAL STRUCTURE" @default.
- W2165169055 cites W2093099348 @default.
- W2165169055 cites W2161030490 @default.
- W2165169055 cites W2163605368 @default.
- W2165169055 cites W2329358179 @default.
- W2165169055 cites W3120740533 @default.
- W2165169055 hasPublicationYear "2013" @default.
- W2165169055 type Work @default.
- W2165169055 sameAs 2165169055 @default.
- W2165169055 citedByCount "0" @default.
- W2165169055 crossrefType "journal-article" @default.
- W2165169055 hasAuthorship W2165169055A5047898262 @default.
- W2165169055 hasAuthorship W2165169055A5089472965 @default.
- W2165169055 hasConcept C118615104 @default.
- W2165169055 hasConcept C118930307 @default.
- W2165169055 hasConcept C119857082 @default.
- W2165169055 hasConcept C123201435 @default.
- W2165169055 hasConcept C124101348 @default.
- W2165169055 hasConcept C137822555 @default.
- W2165169055 hasConcept C151719136 @default.
- W2165169055 hasConcept C154945302 @default.
- W2165169055 hasConcept C173801870 @default.
- W2165169055 hasConcept C17744445 @default.
- W2165169055 hasConcept C178005623 @default.
- W2165169055 hasConcept C199539241 @default.
- W2165169055 hasConcept C2776945810 @default.
- W2165169055 hasConcept C2777706471 @default.
- W2165169055 hasConcept C2781396290 @default.
- W2165169055 hasConcept C2988416141 @default.
- W2165169055 hasConcept C33923547 @default.
- W2165169055 hasConcept C38652104 @default.
- W2165169055 hasConcept C41008148 @default.
- W2165169055 hasConcept C5274069 @default.
- W2165169055 hasConcept C79337645 @default.
- W2165169055 hasConceptScore W2165169055C118615104 @default.
- W2165169055 hasConceptScore W2165169055C118930307 @default.
- W2165169055 hasConceptScore W2165169055C119857082 @default.
- W2165169055 hasConceptScore W2165169055C123201435 @default.
- W2165169055 hasConceptScore W2165169055C124101348 @default.
- W2165169055 hasConceptScore W2165169055C137822555 @default.
- W2165169055 hasConceptScore W2165169055C151719136 @default.
- W2165169055 hasConceptScore W2165169055C154945302 @default.
- W2165169055 hasConceptScore W2165169055C173801870 @default.
- W2165169055 hasConceptScore W2165169055C17744445 @default.
- W2165169055 hasConceptScore W2165169055C178005623 @default.
- W2165169055 hasConceptScore W2165169055C199539241 @default.
- W2165169055 hasConceptScore W2165169055C2776945810 @default.
- W2165169055 hasConceptScore W2165169055C2777706471 @default.
- W2165169055 hasConceptScore W2165169055C2781396290 @default.
- W2165169055 hasConceptScore W2165169055C2988416141 @default.
- W2165169055 hasConceptScore W2165169055C33923547 @default.
- W2165169055 hasConceptScore W2165169055C38652104 @default.
- W2165169055 hasConceptScore W2165169055C41008148 @default.
- W2165169055 hasConceptScore W2165169055C5274069 @default.
- W2165169055 hasConceptScore W2165169055C79337645 @default.
- W2165169055 hasLocation W21651690551 @default.
- W2165169055 hasOpenAccess W2165169055 @default.
- W2165169055 hasPrimaryLocation W21651690551 @default.
- W2165169055 hasRelatedWork W1998927130 @default.
- W2165169055 hasRelatedWork W2020201604 @default.
- W2165169055 hasRelatedWork W2026449046 @default.
- W2165169055 hasRelatedWork W2106844174 @default.
- W2165169055 hasRelatedWork W2463614267 @default.
- W2165169055 hasRelatedWork W2511914794 @default.
- W2165169055 hasRelatedWork W2735562896 @default.
- W2165169055 hasRelatedWork W2772968381 @default.
- W2165169055 hasRelatedWork W2945393771 @default.
- W2165169055 hasRelatedWork W2967268087 @default.
- W2165169055 hasRelatedWork W2998711096 @default.
- W2165169055 hasRelatedWork W3012275565 @default.
- W2165169055 hasRelatedWork W3039458049 @default.
- W2165169055 hasRelatedWork W3040326776 @default.
- W2165169055 hasRelatedWork W3041884862 @default.
- W2165169055 hasRelatedWork W3171705154 @default.
- W2165169055 hasRelatedWork W3199361203 @default.
- W2165169055 hasRelatedWork W3202479113 @default.
- W2165169055 hasRelatedWork W3204632903 @default.
- W2165169055 hasRelatedWork W3214359279 @default.
- W2165169055 isParatext "false" @default.
- W2165169055 isRetracted "false" @default.
- W2165169055 magId "2165169055" @default.
- W2165169055 workType "article" @default.