Towards a Novel Trust-Based Multicast Routing for VANETs

The Intelligent Transportation System (ITS) is an important application area of the Cyber-Physical System (CPS). To further promote effective communication between vehicles, vehicular ad hoc networks (VANETs) have been widely used in the ITS. However, the communication efficiency in VANETs is not only affected by the external environment but also more vulnerable to malicious attacks. In order to address the above-mentioned issues, we propose a novel trust-based multicast routing protocol (TMR) to defend against multiple attacks and improve the routing efficiency. In the proposed trust model, direct trust is calculated based on Bayesian theory and indirect trust is computed according to evaluation credibility and activity. The fuzzy logic theory is used to fuzzify the direct and indirect trust values, and then the total trust value of the node is obtained by defuzzification. With the help of the obtained trust values, malicious vehicle nodes are eliminated in the processes of route establishment and route maintenance, and finally, the network establishes trusted and efficient routes for data delivery. Comprehensive simulation experiments show that our new protocol can effectively improve the transmission rate of data packets at the expense of a slight increase in end-to-end delay and control overhead.

[1]  Xinlei Zhang,et al.  Using trust model to ensure reliable data acquisition in VANETs , 2017, Ad Hoc Networks.

[2]  Sidi-Mohammed Senouci,et al.  A secure intersection-based routing protocol for data collection in urban vehicular networks , 2014, 2014 IEEE Global Communications Conference.

[3]  Wenjia Li,et al.  ART: An Attack-Resistant Trust Management Scheme for Securing Vehicular Ad Hoc Networks , 2016, IEEE Transactions on Intelligent Transportation Systems.

[4]  Jiguo Yu,et al.  A Secure and Verifiable Access Control Scheme for Big Data Storage in Clouds , 2018, IEEE Transactions on Big Data.

[5]  Qing Yang,et al.  Toward trustworthy vehicular social networks , 2015, IEEE Communications Magazine.

[6]  Yafeng Yin,et al.  Privacy-Preserving Transportation Traffic Measurement in Intelligent Cyber-physical Road Systems , 2016, IEEE Transactions on Vehicular Technology.

[7]  Karen S. Phillips,et al.  Enabling Cloud Storage Auditing With Verifiable Outsourcing of Key Updates , 2018 .

[8]  Lila Boukhatem,et al.  An Intersection-based QoS Routing in Vehicular Ad Hoc Networks , 2015, Mobile Networks and Applications.

[9]  Xiangyun Zhou,et al.  Secure Routing in Multihop Wireless Ad-Hoc Networks With Decode-and-Forward Relaying , 2016, IEEE Transactions on Communications.

[10]  Zhetao Li,et al.  Noise-Tolerant Wireless Sensor Networks Localization via Multinorms Regularized Matrix Completion , 2018, IEEE Transactions on Vehicular Technology.

[11]  Ali H. Al-Bayatti,et al.  Cooperative volunteer protocol to detect non-line of sight nodes in vehicular ad hoc networks , 2017, Veh. Commun..

[12]  Gergely Ács,et al.  Secure Routing in Multi-hop Wireless , 2009 .

[13]  Ahmad Mohamad Mezher,et al.  Multimedia Multimetric Map-Aware Routing Protocol to Send Video-Reporting Messages Over VANETs in Smart Cities , 2017, IEEE Transactions on Vehicular Technology.

[14]  Qing Yang,et al.  An Architecture of Cloud-Assisted Information Dissemination in Vehicular Networks , 2016, IEEE Access.

[15]  Sherali Zeadally,et al.  Bio-Inspired Routing Algorithms Survey for Vehicular Ad Hoc Networks , 2015, IEEE Communications Surveys & Tutorials.

[16]  Félix Gómez Mármol,et al.  TRIP, a trust and reputation infrastructure-based proposal for vehicular ad hoc networks , 2012, J. Netw. Comput. Appl..

[17]  Anis Laouiti,et al.  Trust model for secure group leader-based communications in VANET , 2019, Wirel. Networks.

[18]  Dihua Sun,et al.  A novel membership cloud model-based trust evaluation model for vehicular ad hoc network of T-CPS , 2016, Secur. Commun. Networks.

[19]  Zhang Long,et al.  A trusted routing protocol based on GeoDTN+Nav in VANET , 2014, China Communications.

[20]  Imad Mahgoub,et al.  Spatial Distribution and Channel Quality Adaptive Protocol for Multihop Wireless Broadcast Routing in VANET , 2013, IEEE Transactions on Mobile Computing.

[21]  Hassan Y. A. Abutair,et al.  An Enhanced Distributed Trust Computing Protocol for VANETs , 2018, IEEE Access.

[22]  Marjan Kuchaki Rafsanjani,et al.  F-Ant: an effective routing protocol for ant colony optimization based on fuzzy logic in vehicular ad hoc networks , 2018, Neural Computing and Applications.

[23]  Carlos Miguel Tavares Calafate,et al.  TROUVE: A trusted routing protocol for urban vehicular environments , 2015, 2015 IEEE 11th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).

[24]  Jiguo Yu,et al.  Mutual Privacy Preserving $k$ -Means Clustering in Social Participatory Sensing , 2017, IEEE Transactions on Industrial Informatics.

[25]  Gongjun Yan,et al.  Trust On the Security of Wireless Vehicular Ad-hoc Networking , 2015, Ad Hoc Sens. Wirel. Networks.

[26]  Xia Feng,et al.  A method for defensing against multi-source Sybil attacks in VANET , 2017, Peer-to-Peer Netw. Appl..

[27]  Siddhartha Kumar Khaitan,et al.  Design Techniques and Applications of Cyberphysical Systems: A Survey , 2015, IEEE Systems Journal.

[28]  Abdelhakim Hafid,et al.  SCRP: Stable CDS-Based Routing Protocol for Urban Vehicular Ad Hoc Networks , 2016, IEEE Transactions on Intelligent Transportation Systems.

[29]  Zhetao Li,et al.  A Novel Light-Weight Subjective Trust Inference Framework in MANETs , 2020, IEEE Transactions on Sustainable Computing.

[30]  Fu Xiao,et al.  A Reputation-Based Model for Trust Evaluation in Social Cyber-Physical Systems , 2020, IEEE Transactions on Network Science and Engineering.

[31]  V. Goutham,et al.  Enabling Cloud Storage Auditing with Key Exposure Resistance , 2016 .

[32]  Randy Goebel,et al.  Size-constrained tree partitioning: Approximating the multicast k-tree routing problem , 2011, Theor. Comput. Sci..

[33]  Nasreddine Lagraa,et al.  WeiSTARS: A weighted trust-aware relay selection scheme for VANET , 2017, 2017 IEEE International Conference on Communications (ICC).

[34]  Zhi-Zhong Chen,et al.  An Improved Approximation Algorithm for the Capacitated Multicast Tree Routing Problem , 2008, COCOA.

[35]  Zhi-Zhong Chen,et al.  A 3.4713-approximation algorithm for the capacitated multicast tree routing problem , 2009, Theor. Comput. Sci..