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
  • [31] An Energy Efficient and Trusted Data Fusion by using Cellular Automata in Wireless Sensor Networks
    Jaberi, Shaghayegh
    Rahmani, Amir Masoud
    PROCEEDINGS OF SENSORCOMM 2011, THE FIFTH INTERNATIONAL CONFERENCE ON SENSOR TECHNOLOGIES AND APPLICATIONS, 2011, : 203 - 208
  • [32] A Novel Clustering Algorithm for Wireless Sensor Networks Using Irregular Cellular Learning Automata
    Esnaashari, M.
    Meybodi, M. R.
    2008 INTERNATIONAL SYMPOSIUM ON TELECOMMUNICATIONS, VOLS 1 AND 2, 2008, : 330 - 336
  • [33] Modeling and Analyzing Malware Propagation Over Wireless Networks Based on Hypergraphs
    Chen, Jiaxing
    Sun, Shiwen
    Xia, Chengyi
    Shi, Dinghua
    Chen, Guanrong
    IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2023, 10 (06): : 3767 - 3778
  • [34] Modeling wave propagation using cellular automata on Chip
    Moura, Henrique G.
    Munoz, Daniel M.
    34TH SBC/SBMICRO/IEEE/ACM SYMPOSIUM ON INTEGRATED CIRCUITS AND SYSTEMS DESIGN (SBCCI 2021), 2021,
  • [35] Worm Propagation Modeling Using 2D Cellular Automata in Bluetooth Networks
    Peng, Sancheng
    Wang, Guojun
    TRUSTCOM 2011: 2011 INTERNATIONAL JOINT CONFERENCE OF IEEE TRUSTCOM-11/IEEE ICESS-11/FCST-11, 2011, : 282 - 287
  • [36] Preventing malware propagation in wireless sensor networks: Hybrid optimization algorithm for controlling
    Chandan, Madhavarapu
    Santhi, S.G.
    Srinivasa Rao, T.
    Web Intelligence, 2024, 22 (04) : 581 - 597
  • [37] A Pulse Immunization Model for Inhibiting Malware Propagation in Mobile Wireless Sensor Networks
    WANG Xiaoming
    HE Zaobo
    ZHANG Lichen
    Chinese Journal of Electronics, 2014, 23 (04) : 810 - 815
  • [38] A Pulse Immunization Model for Inhibiting Malware Propagation in Mobile Wireless Sensor Networks
    Wang Xiaoming
    He Zaobo
    Zhang Lichen
    CHINESE JOURNAL OF ELECTRONICS, 2014, 23 (04) : 810 - 815
  • [39] Cellular Learning Automata based Scheduling Method for Wireless Sensor Networks
    Jahanshahi, M.
    Meybodi, M. R.
    Dehghan, M.
    2009 14TH INTERNATIONAL COMPUTER CONFERENCE, 2009, : 645 - +
  • [40] A Cellular Learning Automata Based Clustering Algorithm for Wireless Sensor Networks
    Esnaashari, M.
    Meybodi, M. R.
    SENSOR LETTERS, 2008, 6 (05) : 723 - 735