Performance Evaluation of SmartBox End-Device for Medical Applications Using JXTA-Overlay P2P System

Author(s):  
Yuichi Ogata ◽  
Kouhei Umezaki ◽  
Evjola Spaho ◽  
Keita Matsuo ◽  
Leonard Barolli ◽  
...  
Author(s):  
Edgar Eduardo Báez Esquivel ◽  
Alfonso Fernández Vázquez ◽  
Mario Eduardo Rivero-Angeles ◽  
Izlian Y. Orea-Flores

2010 ◽  
Vol 54 (5) ◽  
pp. 689-705 ◽  
Author(s):  
Zhonghong Ou ◽  
Erkki Harjula ◽  
Otso Kassinen ◽  
Mika Ylianttila

The data of medical applications over the internet contains sensitive data. There exist several methods that provide privacy for these data. Most of the privacy-preserving data mining methods make the assumption of the separation of quasi-identifiers (QID) from multiple sensitive attributes. But in reality, the attributes in a dataset possess both the features of QIDs and sensitive data. In this paper privacy model namely (vi…vj)-diversity is proposed. The proposed anonymization algorithm works for databases containing numerous sensitive QIDs. The real dataset is used for performance evaluation. Our system reduced the information loss for even huge number of attributes and the values of sensitive QID’s are protected.


2014 ◽  
Vol 28 (12) ◽  
pp. 1192-1206 ◽  
Author(s):  
Anil Kumar Singh ◽  
Dayal Singh Mehra ◽  
Utpal Kumar Niyogi ◽  
Sunil Sabharwal ◽  
Gurdeep Singh

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