MODELING MALWARE PROPAGATION IN WIRELESS SENSOR NETWORKS USING CELLULAR AUTOMATA

被引:0
|
作者
Song, Yurong [1 ]
Jiang, Guo-Ping [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Ctr Control & Intelligence Technol, Nanjing 210003, Jiangsu, Peoples R China
关键词
wireless sensor networks (WSN); malware propagation; cellular automata; multi-hop broadcast; energy consumption;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A model based on cellular automata is proposed to investigate and analyze the process of malware propagation over wireless sensor networks by way of multi-hop broadcast protocols. The model captures the inherent characteristics of wireless sensor networks, i.e. limited resource, channel contention (MAC mechanism), and also reflects the self-organization, spatio-temporal correlation of process of malware propagation. The simulation results show that MAC mechanism and density of sensor node greatly influence the malware propagation over wireless sensor network, and the malware propagation diffuses continuously from infected nodes toward outside which is spatially bounded.
引用
收藏
页码:623 / 627
页数:5
相关论文
共 50 条
  • [41] Study of the global behavior of wireless sensor networks based on cellular automata
    Zhang, Wen-Zhu
    Yuan, Jian
    Yu, Zhe
    Xu, Zan-Xin
    Shan, Xiu-Ming
    Wuli Xuebao/Acta Physica Sinica, 2008, 57 (11): : 6896 - 6900
  • [42] Study of the global behavior of wireless sensor networks based on cellular automata
    Zhang Wen-Zhu
    Yuan Jian
    Yu Zhe
    Xu Zan-Xin
    Shan Xiu-Ming
    ACTA PHYSICA SINICA, 2008, 57 (11) : 6896 - 6900
  • [43] Modeling and Analysis of Worm Propagation in Wireless Sensor Networks
    Akansha Singh
    Amit K. Awasthi
    Karan Singh
    Pramod K. Srivastava
    Wireless Personal Communications, 2018, 98 : 2535 - 2551
  • [44] Propagation Modeling and Placement Algorithms for Wireless Sensor Networks
    Luntovskyy, Andriy
    Vasyutynskyy, Volodymyr
    Kabitzsch, Klaus
    IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE 2010), 2010, : 3493 - 3497
  • [45] Modeling and Analysis of Worm Propagation in Wireless Sensor Networks
    Singh, Akansha
    Awasthi, Amit K.
    Singh, Karan
    Srivastava, Pramod K.
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 98 (03) : 2535 - 2551
  • [46] Extending Lifetime of Wireless Sensor Network Using Cellular Automata
    Bhende, Manisha Sunil
    Wagh, Sanjeev
    INTELLIGENT DISTRIBUTED COMPUTING, 2015, 321 : 107 - 115
  • [47] A SCIRS Model for Malware Propagation in Wireless Networks
    Martin del Rey, Angel
    Hernandez Guillen, Jose Diamantino
    Rodriguez Sanchez, Gerardo
    INTERNATIONAL JOINT CONFERENCE SOCO'16- CISIS'16-ICEUTE'16, 2017, 527 : 638 - 647
  • [48] Application of cellular automata to modeling mobility and radio communication in wireless networks
    Orenstein, P
    Marantz, Z
    Goodman, D
    2005 IEEE SARNOFF SYMPOSIUM ON ADVANCES IN WIRED AND WIRELESS COMMUNICATION, 2005, : 98 - 101
  • [49] Dynamics of Malware Propagation in Mobile Wireless Sensor Networks with Time Delays and Diffusion Terms
    Zhang, Jiahui
    Chen, Jing
    Xiao, Min
    Cheng, Haokuan
    2023 35TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2023, : 3010 - 3015
  • [50] Malware propagation model in wireless sensor networks under attack-defense confrontation
    Zhou, Haiping
    Shen, Shigen
    Liu, Jianhua
    COMPUTER COMMUNICATIONS, 2020, 162 (162) : 51 - 58