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Improvement of Packet Delivery Fraction Due to Wormhole Attack by Modified DSR and AODV Algorithm

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Proceedings of the Global AI Congress 2019

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1112))

Abstract

Mobile ad hoc network (MANET) is the assembly of communication endpoints but without any basic facilities. These mobile nodes must be connected through a particular routing protocol. Dynamic Source Routing and ad hoc on-demand distance vector routing algorithms are mostly used Reactive routing algorithms which can connect the mobile nodes efficiently. MANET is exposed to so many attacks among which Wormhole attack is very much complicated, where an identical tunnel is created by attackers. In this paper, we have used Mean Absolute Deviation (MAD) Correlation technique on both routing protocols AODV and DSR and modified them. Then, we have computed Packet Delivery Fraction (PDF), caused by Wormhole attack, with our modified routing algorithms and make a comparative study between them. Modified DSR is proved to give better results with our algorithm. The relation between packets dropped and packets sent is also estimated using regression analysis and accuracy is calculated. MATLAB simulator is used here to do the simulation.

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References

  1. Xing, F., Wang, W.: On the survivability of wireless ad hoc networks with node misbehaviors and failures. In: IEEE Trans. Dependable Secur. Comput. 7(3), 284–299 (2010)

    Google Scholar 

  2. Ji, S., Chen, T., Zhong, S.: Wormhole attack detection algorithms in wireless network coding systems. IEEE Trans. Mob. Comput. 14(3), 660–674 (2015)

    Google Scholar 

  3. Beaubrun, R., Molo, B.: Performance evaluation of DSR in multi-services ad hoc networks. In: Park, J.H., Chen, H.H., Atiquzzaman, M., Lee, C., Kim, T., Yeo, S.S. (eds.) Advances in Information Security and Assurance, ISA 2009. Lecture Notes in Computer Science, vol. 5576. Springer, Berlin (2009)

    Google Scholar 

  4. Moudni, H., Er-rouidi, M., Mouncif, H., El Hadadi, B.: Performance analysis of AODV routing protocol in MANET under the influence of routing attacks. In: 2016 International Conference on Electrical and Information Technologies (ICEIT), Tangiers, pp. 536–542 (2016)

    Google Scholar 

  5. Qiana, L., Songa, N., Li, X.: Detection of wormhole attacks in multi-path routed wireless ad hoc networks: a statistical analysis approach. J. Netw. Comput. Appl. (2005)

    Google Scholar 

  6. Patnaik, G.K., Gore, M.M.: Trustworthy path discovery in MANET—a message oriented cross-correlation approach. In: Workshops of International Conference on Advanced Information Networking and Applications, pp. 170–177 (2011)

    Google Scholar 

  7. Jia, R., Yang, F., Yao, S., Tian, X., Wang, X., Zhang, W., Xu, J.: Optimal capacity–delay tradeoff in MANETs with correlation of node mobility. IEEE Trans. Veh. Technol. 66(2), 1772–1785 (2017)

    Google Scholar 

  8. Majumder, S., Bhattacharyya, D.: Mitigating wormhole attack in MANET using absolute deviation statistical approach. In: 2018 IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC), Las Vegas, NV, pp. 317–320 (2018)

    Google Scholar 

  9. Venkataraman, R., Pushpalatha, M., Rama Rao, T.: Regression-based trust model for mobile ad hoc networks. IET Inf. Secur. 6(3), 131–140 (2012)

    Google Scholar 

  10. Alslaim, M.N., Alaqel, H.A., Zaghloul, S.S.: A comparative study of MANET routing protocols. In: 2014 Third International Conference on e-Technologies and Networks for Development (2014)

    Google Scholar 

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Correspondence to Sayan Majumder .

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Majumder, S. (2020). Improvement of Packet Delivery Fraction Due to Wormhole Attack by Modified DSR and AODV Algorithm. In: Mandal, J., Mukhopadhyay, S. (eds) Proceedings of the Global AI Congress 2019. Advances in Intelligent Systems and Computing, vol 1112. Springer, Singapore. https://doi.org/10.1007/978-981-15-2188-1_7

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