A New Trust Management Framework for Detecting Malicious and Selfish Behaviour for Mobile Ad Hoc Networks

With the development of wireless network applications, wireless networks need more interactions between many entities, and a rapidly increasing requirement for designing secure applications among these entities is trust management. Therefore, a lot of attacks against distributed environment are aimed at the trust management. This article presents a new trust management framework (TMF) for Mobile Ad hoc Networks. The proposed framework calculates a node's trust value based on observations from neighbour nodes by using Grey theory and Fuzzy sets. The TMF chooses multiple rather than a single parameter to obtain trust values. Simulations conducted in a Mobile Ad hoc Network (MANET, 802.11-based) with Random Waypoint Mobility Mode show what the proposed framework can do is not only detecting abnormal trust behaviour, but also discovering which parameter for forming trust values of a mobile node is abnormal, that means it can identify the possible attack strategy in both static and mobile environment. The TMF has shown good performance in calculating trust values of mobile wireless nodes under normal and abnormal (attack) conditions, and hence can be considered as an effective trust framework for MANETs.

[1]  Zhu Han,et al.  Information theoretic framework of trust modeling and evaluation for ad hoc networks , 2006, IEEE Journal on Selected Areas in Communications.

[2]  R. Hill,et al.  Using the Analytic Hierarchy Process to Structure the Supplier Selection Procedure , 1992 .

[3]  Li Gao,et al.  Grey theory based reputation system for secure neighbor discovery in wireless ad hoc networks , 2010, 2010 2nd International Conference on Future Computer and Communication.

[4]  Mukesh Singhal,et al.  Trust Management in Distributed Systems , 2007, Computer.

[5]  ABBAS JAMALIPOUR,et al.  Network selection in an integrated wireless LAN and UMTS environment using mathematical modeling and computing techniques , 2005, IEEE Wireless Communications.

[6]  Hongjun Dai,et al.  Trust Evaluation and Dynamic Routing Decision Based on Fuzzy Theory for MANETs , 2009, J. Softw..

[7]  Ji Guo,et al.  A Trust Management Framework for Detecting Malicious and Selfish Behaviour in Ad-Hoc Wireless Networks Using Fuzzy Sets and Grey Theory , 2011, IFIPTM.

[8]  Trinh Anh Tuan A Game-Theoretic Analysis of Trust Management in P2P Systems , 2006, 2006 First International Conference on Communications and Electronics.

[9]  Zhu Han,et al.  Defense of trust management vulnerabilities in distributed networks , 2008, IEEE Communications Magazine.

[10]  Liu Ming,et al.  Grey Theory Based Nodes Risk Assessment in P2P Networks , 2009, 2009 IEEE International Symposium on Parallel and Distributed Processing with Applications.

[11]  Ruidong Li,et al.  Future trust management framework for mobile ad hoc networks , 2008, IEEE Communications Magazine.

[12]  Yi Lin,et al.  Grey Information - Theory and Practical Applications , 2005, Advanced Information and Knowledge Processing.

[13]  Yih-Chun Hu,et al.  Ariadne: A Secure On-Demand Routing Protocol for Ad Hoc Networks , 2002, MobiCom '02.