eprintid: 2949
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/29/49
datestamp: 2023-11-09 15:51:12
lastmod: 2023-11-09 15:51:12
status_changed: 2023-11-09 15:44:38
type: conference_item
metadata_visibility: show
creators_name: Sirageldin, A.
creators_name: Baharudin, B.
creators_name: Jung, L.T.
title: Hybrid scheme for trust management in pervasive computing
ispublished: pub
keywords: Central node; Interaction; Membership; node; Pervasive; Recommendation; Relationship; Trust management; Trustworthiness, Fuzzy logic; Game theory; Group theory; Information retrieval; Knowledge management; Management; Matrix algebra; Network security; Ubiquitous computing, Support vector machines
note: cited By 4; Conference of 2012 International Conference on Information Retrieval and Knowledge Management, CAMP'12 ; Conference Date: 13 March 2012 Through 15 March 2012; Conference Code:90785
abstract: Trust management in pervasive computing becomes increasingly important and obtained high attention a few years ago. Different methodologies have been proposed to improve trust management. These approaches can be classified into three groups as follows: the first group used Bayesian statistics and its derivation such as Dempster-Shaffer theory of evidence. The second group used game theory, and the third group depends on algebraic ordinary set operation and fuzzy logic. Despite the previous work in this area, a comprehensive security model to support trust management has yet been accomplished. The critical security threats in this environment necessitate a comprehensive trust and privacy models which require integration of different concepts to evaluate precisely the trustworthiness of entities. In this paper, we propose a trust management scheme by implementing a fusion of the support vector machine (SVM) and fuzzy logic system. The main motivation of the proposed scheme in using the support vector machine is to predict the optimal trust values for approximation purpose, and then those approximated values relate the fuzzy basis functions. © 2012 IEEE.
date: 2012
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84863111014&doi=10.1109%2fInfRKM.2012.6205031&partnerID=40&md5=1458c554ce8cd3108a58e0e5da6de2a4
id_number: 10.1109/InfRKM.2012.6205031
full_text_status: none
publication: Proceedings - 2012 International Conference on Information Retrieval and Knowledge Management, CAMP'12
place_of_pub: Kuala Lumpur
pagerange: 45-49
refereed: TRUE
isbn: 9781467310901
citation:   Sirageldin, A. and Baharudin, B. and Jung, L.T.  (2012) Hybrid scheme for trust management in pervasive computing.  In: UNSPECIFIED.