Skip to main content
SpringerLink
Log in

Malicious Node Detection and Prevention for Secured Communication in WSN

  • Conference paper
  • First Online:
Computer Networks, Big Data and IoT

Part of the book series: Lecture Notes on Data Engineering and Communications Technologies ((LNDECT,volume 117))

  • 859 Accesses

Abstract

Wireless sensor networks (WSN) are composed primarily of resource-constrained sensor nodes, different monitoring characteristics and terminal nodes. Such types of infrastructure have been used in areas such as health care, defense, agricultural sectors, and emergency management, as communications systems and intrusion detection. Due to various growing use of wireless sensor networks, essential information is shared in an insecure channel among network entities including sensors, communication gateways, participants, etc., and the existence of critical and confidential information in the network emphasizes the difficulty of security risks. Through this work, we present the Hybrid Pairwise Key Establishment Scheme (HPKE) for connected devices with large scale sensors. This work often deals with the shortest path of computing among two nodes using broadcast tree construction (BTC) that optimizes the usage of internal resources and the consumption of energy. The intrusion detection scheme (IDS) recognizes certain possible factors of detecting malicious, potentially unreliable nodes during communication between nodes. Eventually, we will implement some dynamic application in network simulation environment of proposed system.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Zhang, X., Wang, J.: An efficient key management scheme in hierarchical wireless sensor networks. In: ICCCS, IEEE, 2015

    Google Scholar 

  2. Kaur, R., Kaur Sandhu, J.: A study on security attacks in wireless sensor network. In: 2021 International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE), 2021, pp. 850–855. https://doi.org/10.1109/ICACITE51222.2021.9404619

  3. Raghu Vamsi, P., Kant, K.: A taxonomy of key management schemes of wireless sensor networks. In: 5th IEEE, ICACCT, 2015, pp. 290–296

    Google Scholar 

  4. Nisha, Dave, M.: Storage as a parameter for classifying dynamic key management schemes proposed for WSNs. In: ICCTICT, IEEE, 2016

    Google Scholar 

  5. Rehman, S., Gang, C., Purevsuren, D.: A hybrid key management scheme for adhoc wireless sensor networks to improve secure link establishment. In: 6thICSCSS, IEEE, 2015

    Google Scholar 

  6. Chakavarika, T.T., Chaurasia, B.K., Gupta, S.K.: Improved energy efficient key management scheme in wireless sensor networks. In: ICCSP, pp. 2135–2140. IEEE, 2016

    Google Scholar 

  7. Tian, B., Xin, Y., Lu, S., Yang, X., Li, D., Gong, Z., Yang, Y.: A novel key management method for wireless sensor networks. In: 3rd International Conference on Broadband Network and Multimedia Technology IEEE, pp. 1106–1110, 2010

    Google Scholar 

  8. Barad, J., Kadhiwala, B.: Improvement of deterministic key management scheme for securing cluster-based sensor networks. In: 1st IEEE International Conference on Networks and Soft Computing (ICNSC), 2014, pp. 55–59

    Google Scholar 

  9. Du, W., Deng, J., Han, Y.S., Varshney, P.K., Katz, J., Khalili, A.: A pairwise key pre-distribution scheme for wireless sensor networks. ACM Trans. Inf. Syst. Secur. 8(2), 228–258 (2005)

    Google Scholar 

  10. Mansur, I., Chalhoub, G., Lafourcade, P.: Key management in wireless sensor networks. J. Sens. Actuator Netw., pp. 251–273 (2015)

    Google Scholar 

  11. Wang, E.K., Hui, L.C.K. Yiu, S.M.: A new key establishment scheme for wireless sensor networks. IJNSA 1(2), 17–27 (2009)

    Google Scholar 

  12. Chan, H., Perrig, A., Song, D.: Random key predistribution schemes for sensor networks. In: 2003 Symposium on Security and Privacy, 2003 May 11, pp. 197–213. IEEE

    Google Scholar 

  13. Cheng, Y., Agrawal, D.P.: Improved pairwise key establishment for wireless sensor networks. In: 2006 IEEE International Conference on Wireless and Mobile Computing, Networking and Communications 2006 Jun 19, pp. 442–448. IEEE

    Google Scholar 

  14. Chen, Z.G., Lin, Y., Gong, Y.J., Zhan, Z.H., Zhang, J.: Maximizing lifetime of range-adjustable wireless sensor networks: a neighborhood-based estimation of distribution algorithm. IEEE Trans. Cybern. 2020 Apr 1

    Google Scholar 

  15. Chen, L., Liu, W., Gong, D., Chen, Y.: Cluster-based routing algorithm for WSN based on subtractive clustering. In: 2020 International Wireless Communications and Mobile Computing (IWCMC) 2020 Jun 15, pp. 403–406. IEEE

    Google Scholar 

  16. Iqbal, S., Prerana, S., Sukrutha, H., PurushottamShanbhag, G.: Attack resistant secure key management in wireless sensor networks. In: 2019 1st International Conference on Advances in Information Technology (ICAIT) 2019 Jul 25, pp. 475–479. IEEE

    Google Scholar 

  17. Moghadam, M.F., Nikooghadam, M., Al Jabban, M.A., Alishahi, M., Mortazavi, L., Mohajerzadeh, A.: An efficient authentication and key agreement scheme based on ECDH for wireless sensor network. IEEE Access. 13(8), 73182–73192 (2020)

    Article  Google Scholar 

  18. Kavitha, T., Kaliyaperumal, R.: Energy efficient hierarchical key management protocol. In: 2019 5th International Conference on Advanced Computing & Communication Systems (ICACCS) 2019 Mar 15, pp. 53–60. IEEE

    Google Scholar 

  19. Aggarwal, C., Gupta, B.B.: Energy efficient key pre distribution scheme in WSN. In: 2018 3rd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) 2018 May 18, pp. 2480–2484. IEEE

    Google Scholar 

  20. Ciftler, B.S., Yıldız, H.U., Tavlı, B., Bıçakcı, K., Incebacak, D.: The impact of incomplete secure connectivity on the lifetime of wireless sensor networks (2018)

    Google Scholar 

  21. Jasim, A.A., Idris, M.Y., Azzuhri, S.R., Issa, N.R., Noor, N.B., Kakarla, J., Amiri, I.S.: Secure and energy-efficient data aggregation method based on an access control model. IEEE Access 11(7), 164327–164343 (2019)

    Article  Google Scholar 

  22. Jacob, I.J., Ebby Darney, P.: Artificial Bee Colony optimization algorithm for enhancing routing in wireless networks. J. Artif. Intell. 3(01), 62–71 (2021)

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Computer Engineering, MET’s BKC, IOE, Nashik, India

    Vaibhav Dabhade

  2. Information Technology, Prof. Ram Meghe Institute of Technology & Research, Badnera, Amravati, India

    A. S. Alvi

Authors
  1. Vaibhav Dabhade
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. A. S. Alvi
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Vaibhav Dabhade .

Editor information

Editors and Affiliations

  1. Dean (R&D), CARE College of Engineering, Trichy, India

    A. Pasumpon Pandian

  2. Department of Electrical and Computer Engineering, Ryerson Communications Lab, Toronto, ON, Canada

    Xavier Fernando

  3. Go Perception Laboratory, Cornell University, Ithaca, NY, USA

    Wang Haoxiang

Rights and permissions

Reprints and permissions

Copyright information

© 2022 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Dabhade, V., Alvi, A.S. (2022). Malicious Node Detection and Prevention for Secured Communication in WSN. In: Pandian, A.P., Fernando, X., Haoxiang, W. (eds) Computer Networks, Big Data and IoT. Lecture Notes on Data Engineering and Communications Technologies, vol 117. Springer, Singapore. https://doi.org/10.1007/978-981-19-0898-9_10

Download citation

  • DOI: https://doi.org/10.1007/978-981-19-0898-9_10

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-19-0897-2

  • Online ISBN: 978-981-19-0898-9

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Search

Navigation