Title :
The Ad-hoc Network Trustworthiness Evaluation Model Based on the Bayesian Network
Author :
Xiaodong Wang ; Shanfeng Hu ; Yu Zho ; Qingwei Ye
Author_Institution :
Coll. of Inf. Sci. & Eng., Ningbo Univ., Ningbo, China
Abstract :
To address security problem of the Ad-hoc network caused by vulnerable username and password, we present a trustworthiness evaluation model based on Bayesian network. The node´s trustworthiness is computed in the form of direct and indirect trustworthiness. Bayesian network employs node´s online duration, link speed, routing forwarding ratio and surplus energy as four entities to compute direct trustworthiness. Indirect trustworthiness is archived by node´s single-hop neighbors´ collaboration. The proposed model allows dynamic evaluation policy. Simulation shows that the model obtains dynamical, timely, precious, sensitive and fixable trustworthiness.
Keywords :
ad hoc networks; belief networks; telecommunication computing; telecommunication security; trusted computing; Bayesian network; ad-hoc network trustworthiness evaluation model; direct trustworthiness; indirect trustworthiness; link speed; online duration; routing forwarding ratio; surplus energy; Ad hoc networks; Bayes methods; Computational modeling; Estimation; Network topology; Peer-to-peer computing; Topology; Ad-Hoc; Bayesian Network; Trustworthiness Evaluation;
Conference_Titel :
Parallel and Distributed Computing, Applications and Technologies (PDCAT), 2012 13th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-4879-1
DOI :
10.1109/PDCAT.2012.127