A Cross-Layer based Hidden Marko(C-HMM) Model for Detection and Prevention of Malicious Attacks in Wireless Ad-hoc Networks

被引:0
|
作者
Jagadeesan, S. [1 ]
Manjula, R. [2 ]
Johnpeter, T. [3 ]
机构
[1] Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Dept Comp Sci & Engn, Chennai, Tamil Nadu, India
[2] SRM Inst Sci & Technol, Dept Comp Technol, Coll Engn & Technol, Chennai, Tamil Nadu, India
[3] K Ramakrishnan Coll Engn, Dept Comp Sci & Engn, Trichy, India
关键词
blackhole attack; wormhole attack; machine learning; cross-layer; hidden marko model;
D O I
10.1109/ICMNWC52512.2021.9688414
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Wireless mobile ad-hoc network is a self-configuring network which is used several mobile nodes. Mobile nodes are hop to hop communication between the nodes. In recent years' malicious attacks (blackhole and wormhole attack) have a serious thread in wireless communication. Blackhole attack and wormhole attack consume more energy, computing resource, network behaviour. In this paper a novel Cross-layer based Hidden Marko model(C-HMM) is proposed to detect and isolating a blackhole and wormhole attacks with high performance and less communication cost in wireless ad-hoc networks. The proposed algorithm C-HMM beats HMM in terms of packet loss ratio, delay, packet received and PDR. Experimental results are comparing with various parameters with help of ns2.34 simulation software.
引用
收藏
页数:5
相关论文
共 50 条
  • [31] A Cross-Layer and Optimized Privacy Method in Vehicular Ad-Hoc Networks
    Yan, Gongjun
    Rawat, Danda B.
    Lindsey, William
    WIRELESS PERSONAL COMMUNICATIONS, 2017, 97 (03) : 3331 - 3353
  • [32] A Cross-layer and Optimized Privacy Method in Vehicular Ad-hoc Networks
    Yan, Gongjun
    Rawat, Danda B.
    Shi, Hui
    Chong, Dazhi
    2017 2ND INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC 2017), 2017, : 894 - 898
  • [34] Power Control versus Multiuser Detection based Cross-Layer Design in Wireless Ad Hoc Networks
    Korger, Ulrike
    Hartmann, Christian
    Kusume, Katsutoshi
    Widmer, Joerg
    2010 IEEE 21ST INTERNATIONAL SYMPOSIUM ON PERSONAL INDOOR AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2010, : 1321 - 1326
  • [35] Cross-layer networking for peer databases over wireless ad-hoc communities
    Papapetrou, Evangelos
    Rova, Efthymia
    Zarras, Apostolos
    Vassiliadis, Panos
    2007 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, VOLS 1-14, 2007, : 3443 - 3448
  • [36] Review of the Cross-Layer Design in Wireless Ad hoc and Sensor Networks
    Ren, Xiongwei
    Zhang, Jianqiang
    2010 6TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS NETWORKING AND MOBILE COMPUTING (WICOM), 2010,
  • [37] An altruistic cross-layer recovering mechanism for ad hoc wireless networks
    Arce, Pau
    Carlos Guerri, Juan
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2015, 15 (13): : 1744 - 1758
  • [38] Cross-layer congestion and contention control for wireless ad hoc networks
    Yu, Yingqun
    Giannakis, Georgios B.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (01) : 37 - 42
  • [39] A cross-layer approach to channel assignment in wireless ad hoc networks
    Gong, Michelle X.
    Midkiff, Scott F.
    Mao, Shiwen
    MOBILE NETWORKS & APPLICATIONS, 2007, 12 (01): : 43 - 56
  • [40] A Cross-layer Approach to Channel Assignment in Wireless Ad Hoc Networks
    Michelle X. Gong
    Scott F. Midkiff
    Shiwen Mao
    Mobile Networks and Applications, 2007, 12 : 43 - 56