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Author:

Zardari, Zulfiqar Ali (Zardari, Zulfiqar Ali.) | He, Jingsha (He, Jingsha.) (Scholars:何泾沙) | Pathan, Muhammad Salman (Pathan, Muhammad Salman.) | Qureshi, Sirajuddin (Qureshi, Sirajuddin.) | Hussain, Muhammad Iftikhar (Hussain, Muhammad Iftikhar.) | Razaque, Fahad (Razaque, Fahad.) | He, Peng (He, Peng.) | Zhu, Nafei (Zhu, Nafei.)

Indexed by:

EI

Abstract:

Mobile ad hoc networks (MANETs) are surrounded by various vulnerabilities and attacks due to open medium, dynamic topology, limited energy, and absence of central control. In MANET, each attack has different behavior and aftermaths. DoS attack is one of the serious attacks in MANET, which disturbs the normal routing process. Jellyfish (JF) attack is a type of DoS attack in MANET, whose dynamic behavior makes it quite difficult to detect such attacks. In this paper, we propose a technique to detect the jellyfish attack in MANET. The proposed technique combines the authentication and trustworthiness of nodes and the kNN algorithm for the identification of jellyfish attacks in which each and every node calculates the primary and secondary trust values to detect the attacking node by the recommendation of neighboring nodes and trust metrics. The kNN algorithm separates the jellyfish nodes from other legitimate nodes based on the differences in their behavior. The proposed technique would then pick reliable nodes by the hierarchical trust assessment property of nodes to perform packet routing. The experiment shows that the proposed technique could decrease delay and increase the throughput of the network by avoiding jellyfish nodes. © 2021

Keyword:

Learning algorithms Routing algorithms Denial-of-service attack Mobile security Nearest neighbor search Mobile ad hoc networks

Author Community:

  • [ 1 ] [Zardari, Zulfiqar Ali]Faculty of Information Technology, Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [He, Jingsha]Faculty of Information Technology, Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing; 100124, China
  • [ 3 ] [He, Jingsha]College of Computer and Information Science, China Three Gorges University, Yichang; Hubei; 443002, China
  • [ 4 ] [Pathan, Muhammad Salman]Faculty of Information Technology, Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing; 100124, China
  • [ 5 ] [Qureshi, Sirajuddin]Faculty of Information Technology, Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing; 100124, China
  • [ 6 ] [Hussain, Muhammad Iftikhar]Faculty of Information Technology, Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing; 100124, China
  • [ 7 ] [Razaque, Fahad]Faculty of Information Technology, Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing; 100124, China
  • [ 8 ] [He, Peng]College of Computer and Information Science, China Three Gorges University, Yichang; Hubei; 443002, China
  • [ 9 ] [Zhu, Nafei]Faculty of Information Technology, Beijing Engineering Research Center for IoT Software and Systems, Beijing University of Technology, Beijing; 100124, China

Reprint Author's Address:

  • [he, peng]college of computer and information science, china three gorges university, yichang; hubei; 443002, china

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Source :

International Journal of Network Security

ISSN: 1816-353X

Year: 2021

Issue: 1

Volume: 23

Page: 77-87

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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