A Similarity based Trust and Reputation Management Framework for VANETs

A trust and reputation management framework for VANETs (Vehicular Ad Hoc Networks) is proposed. In the framework, a similarity mining technique is used for identifying similar messages or similar vehicles. And a reputation evaluation algorithm is proposed for evaluating a new vehicle’s reputation based on the similarity theory. Similarities from different recommenders are used as weights for computing a vehicle’s recommendation based reputation. An updating algorithm for reputations is proposed in the framework. The framework is applied to decide whether a message is trustworthy when a vehicle receives an event message.

[1]  Costas Lambrinoudakis,et al.  Proceedings of the 4th international conference on Trust, Privacy and Security in Digital Business , 2007 .

[2]  Huiqun Yu,et al.  A Reputation Evaluation Technique for Web Services , 2012 .

[3]  John Lee,et al.  A survey and challenges in routing and data dissemination in vehicular ad-hoc networks , 2008, 2008 IEEE International Conference on Vehicular Electronics and Safety.

[4]  Panagiotis Papadimitratos,et al.  Efficient and robust pseudonymous authentication in VANET , 2007, VANET '07.

[5]  Jean-Yves Le Boudec,et al.  Analysis of a reputation system for mobile ad-hoc networks with liars , 2005, Third International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt'05).

[6]  Huirong Fu,et al.  Key management in vehicular ad-hoc networks , 2008, 2008 IEEE International Conference on Electro/Information Technology.

[7]  Gongjun Yan,et al.  Providing VANET security through active position detection , 2008, Comput. Commun..

[8]  Raja Sengupta,et al.  Proceedings of the 1st ACM international workshop on Vehicular ad hoc networks , 2004 .

[9]  Kemal Akkaya,et al.  A survey of authentication schemes for vehicular ad hoc networks , 2011, Secur. Commun. Networks.

[10]  Subir Biswas,et al.  Vehicle-to-vehicle wireless communication protocols for enhancing highway traffic safety , 2006, IEEE Communications Magazine.

[11]  Arati Baliga,et al.  An identity-based security framework For VANETs , 2006, VANET '06.

[12]  Hannes Hartenstein,et al.  Proceedings of the 3rd international workshop on Vehicular ad hoc networks , 2006, MobiCom 2006.

[13]  Yuguang Fang,et al.  A Formal Study of Trust-Based Routing in Wireless Ad Hoc Networks , 2010, 2010 Proceedings IEEE INFOCOM.

[14]  E. Schoch,et al.  Security requirements and solution concepts in vehicular ad hoc networks , 2007, 2007 Fourth Annual Conference on Wireless on Demand Network Systems and Services.

[15]  Lea Kutvonen,et al.  Trust Management Survey , 2005, iTrust.

[16]  Siu-Ming Yiu,et al.  MLAS: Multiple level authentication scheme for VANETs , 2012, Ad Hoc Networks.

[17]  Audun Jøsang,et al.  A survey of trust and reputation systems for online service provision , 2007, Decis. Support Syst..

[18]  Xuemin Shen,et al.  BAT: A robust signature scheme for vehicular networks using Binary Authentication Tree , 2009, IEEE Transactions on Wireless Communications.

[19]  Haiying Shen,et al.  A hierarchical account-aided Reputation Management system for large-scale MANETs , 2011, 2011 Proceedings IEEE INFOCOM.

[20]  John Riedl,et al.  An algorithmic framework for performing collaborative filtering , 1999, SIGIR '99.

[21]  Xue Liu,et al.  A trust model based on fuzzy recommendation for mobile ad-hoc networks , 2009, Comput. Networks.

[22]  Eamonn J. Keogh,et al.  On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration , 2002, Data Mining and Knowledge Discovery.

[23]  Panagiotis Papadimitratos,et al.  On Data-Centric Trust Establishment in Ephemeral Ad Hoc Networks , 2008, IEEE INFOCOM 2008 - The 27th Conference on Computer Communications.

[24]  HaiBao Chen,et al.  A reputation model for evaluating Web services , 2009, 2009 Fourth International Conference on Communications and Networking in China.

[25]  Kin K. Leung,et al.  A Trustworthiness-based QoS routing protocol for wireless ad hoc networks , 2009, IEEE Transactions on Wireless Communications.

[26]  Athman Bouguettaya,et al.  Reputation Bootstrapping for Trust Establishment among Web Services , 2009, IEEE Internet Computing.

[27]  Panagiotis Papadimitratos,et al.  Secure vehicular communication systems: design and architecture , 2008, IEEE Communications Magazine.

[28]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[29]  Nai-Wei Lo,et al.  A Reputation System for Traffic Safety Event on Vehicular Ad Hoc Networks , 2009, EURASIP J. Wirel. Commun. Netw..

[30]  Simone A. Ludwig,et al.  A cognitive trust-based approach for Web service discovery and selection , 2005, Third European Conference on Web Services (ECOWS'05).

[31]  Shao Ling Web Service QoS Prediction Approach , 2009 .

[32]  Nicola Dragoni,et al.  A Survey on Trust-Based Web Service Provision Approaches , 2010, 2010 Third International Conference on Dependability.

[33]  Azim Eskandarian,et al.  Challenges of intervehicle ad hoc networks , 2004, IEEE Transactions on Intelligent Transportation Systems.

[34]  Audun Jøsang,et al.  Combining Trust and Reputation Management for Web-Based Services , 2008, TrustBus.

[35]  Juan-Carlos Cano,et al.  A survey and comparative study of simulators for vehicular ad hoc networks (VANETs) , 2011, Wirel. Commun. Mob. Comput..

[36]  Gongjun Yan,et al.  Providing VANET security through active position detection , 2007, VANET '07.

[37]  Athman Bouguettaya,et al.  A Fuzzy Trust Management Framework for Service Web , 2010, 2010 IEEE International Conference on Web Services.

[38]  Jessica Staddon,et al.  Detecting and correcting malicious data in VANETs , 2004, VANET '04.