GUO Jingjing, MA Jianfeng, WAN Tao, “A Mutual Evaluation Based Trust Management Method for Wireless Sensor Networks,” Chinese Journal of Electronics, vol. 26, no. 2, pp. 407-415, 2017, doi: 10.1049/cje.2017.01.012
Citation: GUO Jingjing, MA Jianfeng, WAN Tao, “A Mutual Evaluation Based Trust Management Method for Wireless Sensor Networks,” Chinese Journal of Electronics, vol. 26, no. 2, pp. 407-415, 2017, doi: 10.1049/cje.2017.01.012

A Mutual Evaluation Based Trust Management Method for Wireless Sensor Networks

doi: 10.1049/cje.2017.01.012
Funds:  This work is supported by the grant from the National Natural Science Foundation of China (No.61602360), the National High Technology Researrch and Development Program (863 Program) (No.2015AA016007, No.2015AA017203), and the National Natural Science Foundation of China (No.61372075, No.61602365).
  • Received Date: 2014-10-10
  • Rev Recd Date: 2015-06-08
  • Publish Date: 2017-03-10
  • We propose a lightweight trust system for the clustered wireless sensor networks based on the mutual evaluation between the cluster heads and sensor nodes. We evaluate the trust level of a cluster head in two aspects, namely, trust level as a service provider and a supervisor. We consider multidimensional trust attributes to compute the global trust value of a node. By means of the Petri net (PN), we illustrate the performance of an entity in our trust model. Theoretical analyses as well as simulations are done and the results showed that our model with linear computational complexity had less memory and communication overhead when compared with the current state-of-art trust management scheme. In addition, our model can detect malicious and selfish entities (especially the malicious cluster head) and resist various attacks efficiently.
  • loading
  • J. Yick, B. Mukherjee and D. Ghosal, "Wireless sensor network survey", Computer Networks, Vol.52, No.12, pp.2292-2330, 2008.
    T.Pfeifer, S. Olariu and A. Ferscha, "Special issue on wireless sensor networks and applications", Computer Communications, Vol.28, No.13, pp.1481-1483, 2005.
    I. Akyildiz, W. Su, Y. Sankarasubramaniam and E. Cayirci, "Wireless sensor networks:A survey", Computer Networks, Vol.38, No.4, pp.393-422, 2002.
    M. Saleem, G.A. Di Caro and M. Farooq, "Swarm intelligence based routing protocol for wireless sensor networks:Survey and future directions", Information Sciences Vol.181, No.20, pp.4597-4624, 2011.
    F. Bao, R. Chen, M. Chang and J.-H. Cho, "Hierarchical trust management for wireless sensor networks and its applications to trust-based routing and intrusion detection", IEEE Transactions on Network and Service Management, Vol.9, No.2, pp.169-183, 2012.
    K. Chan and S. Adali, "An agent based model for trust and informatioin sharing in networked systems", IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA), New Orleans, LA, pp.88-95, 2012.
    M. Momani, J. Agbinya, G.P. Navarrete, M. Akache, et al., "A new algorithm of trust formation in wireless sensor networks", IEEE International Conference on Wireless Broadband and Ultra Wideband Communications (2006 Auswireless Conference), Sydney, 2006.
    T.K. Kim and H.S. Seo, "A trust model using fuzzy logic in wireless sensor network", World academy of science, engineering and technology, Vol.42, No.6, pp.63-66, 2008.
    Z.Y. Liu, Z.G. Zhang, S.S. Liu, Y.Q. Ke and J. Chen, "A trust model based on bayes theorem in WSNs", IEEE 7th International Conference on Wireless Communications Networking and Mobile Computing (WiCOM), IEEE, Wuhan, pp.1-4, 2011.
    J. Konorski and R. Orlikowski, "Data-centric dempster-shafer theory-based selfishness thwarting via trust evaluation in MANETs and WSNs", 3rd IEEE International Conference on New Technologies, Mobility and Security (NTMS), Cairo, pp.1-52009.
    S. Ganeriwal, L.K. Balzano and M.B. Srivastava, "Reputation-based framework for high integrity sensor networks", ACM Transactions on Sensor Networks (TOSN) Vol.4, No.15, 2008.
    X. Gu, J. Qiu and J. Wang, "Research on trust model of sensor nodes in WSNs", Procedia Engineering Vol.29, pp.909-913, 2012.
    E. Aivaloglou and S. Gritzalis, "Hybird trust and reputation management for sensor networks", Wireless Networks Vol.16, No.5, pp.1493-1510, 2010.
    R.A. Shaikh, H. Jameel, S. Lee, S. Rajput and Y.J. Song, "Trust management problem in distributed wireless sensor networks", 12th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, Sydney, pp.411-414, 2006.
    R.A. Shaikh, H. Jameel, B.J. d'Auriol, H. Lee, S. Lee and Y.-J. Song, "Group-based trust management scheme for clustered wireless sensor networks", IEEE Transactions on Parallel and Distributed Systems, Vol.20, No.11, pp.1698-1712, 2009.
    J. Kundu and K. Majumder, "An efficient trust management scheme for clustered based MANETs using beta reputation rating", 2014 IEEE International Conference on Signal Propagation and Computer Technology (ICSPCT), Ajmer, India, pp.96-105, 2014.
    X. Li, F. Zhou and J. Du, "Ldts:A lightweight and dependable trust system for clustered wireless sensor networks", IEEE Transactions on Information Forensics and Security, Vol.8, No.6, pp.924-935, 2013.
    M. Singh, A.R. Sardar, R.R. Sahoo, K. Majumder, S. Ray and S.K. Sarkar, "Lightweight trust model for clustered WSN", Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing:Theory and Applications (FICTA), Bhubaneswar, India, pp.765-773, 2015.
    R. Zurawski and M. Zhou, "Petri nets and industrial applications:A tutorial", IEEE Transactions on Industrial Electronics, Vol.41, No.6, pp.567-583, 1994.
    T. Murata, "Petri nets:Properties, analysis and applications", Proceedings of the IEEE, Vol.77, No.4, pp.541-580, 1989.
    R. Milner, Communication and Concurrency, Prentice-Hall, Inc., Upper Saddle River, New Jersey, U.S., 1989.
    C. Girault and R. Valk, Petri nets for Systems Engineering:A Guide to Modeling, Verification, and Applications, Springer, Verlag Berlin Heidelberg, Germany, 2002.
    S.D. Xie and Y.X. Wang, "Construction of tree network with limited delivery latency in homogeneous wireless sensor networks", Wireless Personal Communications, Vol.78, No.1, pp.231-246, 2014.
    Jian Shen, Haowen Tan, Jin Wang, Jinwei Wang and Sungyoung Lee, "A novel routing protocol providing good transmission reliability in underwater sensor networks", Journal of Internet Technology, Vol.16, No.1, pp.171-178, 2015.
    Y.H. Zhang, X.M. Sun and B.W. Wang, "Efficient algorithm for K-barrier coverage based on integer linear programming", China Communications, Vol.13, No.7, pp.16-23, 2017.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (440) PDF downloads(398) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return