Local Distortion Hiding Algorithm in Medical Data: A Case Study Using CART.
Stud Health Technol Inform
; 272: 99-102, 2020 Jun 26.
Article
en En
| MEDLINE
| ID: mdl-32604610
ABSTRACT
Data sharing has become an increasingly common process among health organizations, but any organization will most likely try to hide some sensitive patterns before sharing its data with others. Local Distortion Hiding (LDH), a recently proposed algorithm, has been evaluated only on the assumption of an opponent using the J48 (C4.5) classification algorithm. We now extend the basic approach, and we present a medical dataset hiding case study of a processed by LDH and attacked with the CART algorithm.
Palabras clave
Texto completo:
1
Bases de datos:
MEDLINE
Asunto principal:
Algoritmos
/
Difusión de la Información
Tipo de estudio:
Prognostic_studies
Idioma:
En
Revista:
Stud Health Technol Inform
Asunto de la revista:
INFORMATICA MEDICA
/
PESQUISA EM SERVICOS DE SAUDE
Año:
2020
Tipo del documento:
Article
País de afiliación:
Grecia