Title :
A Novel Method for Evaluating Trustworthiness between Strangers in Large, Dynamic Ad Hoc Networks
Author :
Ding, Yanhui ; Li, Qingzhong ; Li, Feifei
Author_Institution :
Sch. of Comput. Sci. & Technol., Shandong Univ., Jinan
Abstract :
The performance of ad hoc networks depends on cooperation and trust among distributed nodes. To enhance security in ad hoc networks, it is important to evaluate trustworthiness of other nodes without centralized authorities. In this work, we are focusing on the evaluation of trustworthiness between two strangers in large, dynamic ad hoc networks. This novel evaluation process is modeled as a common problem on two trust graphs, where nodes represent entities, and edges represent trust relations. According to the character of quasi-clique, we show how two strangers can efficiently establish an indirect trust relationship in large, dynamic ad hoc networks without a centralized trust authority.
Keywords :
ad hoc networks; graph theory; telecommunication security; centralized trust authority; dynamic ad hoc network security; trust graph quasiclique; trust relationship; trustworthiness evaluation; Ad hoc networks; Computer network management; Computer science; Data mining; Data security; Mathematical model; Mathematics; Mobile computing; Pervasive computing; Physics; Ad hoc Networks; Pervasive Computing; Quasi-Clique; Trust Graph; Trust Matrix;
Conference_Titel :
Knowledge Discovery and Data Mining, 2009. WKDD 2009. Second International Workshop on
Conference_Location :
Moscow
Print_ISBN :
978-0-7695-3543-2
DOI :
10.1109/WKDD.2009.75