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
  • [1] Modeling Malware Propagation in Complex Networks Based on Cellular Automata
    Song, Yurong
    Jiang, Guo-Ping
    Gu, Yiran
    2008 IEEE ASIA PACIFIC CONFERENCE ON CIRCUITS AND SYSTEMS (APCCAS 2008), VOLS 1-4, 2008, : 259 - 263
  • [2] Simulating large wireless sensor networks using cellular automata
    Cunha, RO
    Silva, AP
    Loreiro, AAF
    Ruiz, LB
    38TH ANNUAL SIMULATION SYMPOSIUM, PROCEEDINGS, 2005, : 323 - 330
  • [3] Modeling Malware Propagation in Wireless Sensor Networks with Individual-Based Models
    Martin del Rey, A.
    Hernandez Guillen, J. D.
    Rodriguez Sanchez, G.
    ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2016, 2016, 9868 : 194 - 203
  • [4] Reaction-diffusion modeling of malware propagation in mobile wireless sensor networks
    Wang XiaoMing
    He ZaoBo
    Zhao XueQing
    Lin Chuang
    Pan Yi
    Cai ZhiPeng
    SCIENCE CHINA-INFORMATION SCIENCES, 2013, 56 (09) : 1 - 18
  • [5] Reaction-diffusion modeling of malware propagation in mobile wireless sensor networks
    WANG XiaoMing
    HE ZaoBo
    ZHAO XueQing
    LIN Chuang
    PAN Yi
    CAI ZhiPeng
    Science China(Information Sciences), 2013, 56 (09) : 257 - 274
  • [6] Reaction-diffusion modeling of malware propagation in mobile wireless sensor networks
    XiaoMing Wang
    ZaoBo He
    XueQing Zhao
    Chuang Lin
    Yi Pan
    ZhiPeng Cai
    Science China Information Sciences, 2013, 56 : 1 - 18
  • [7] Modeling and analyzing malware diffusion in wireless sensor networks based on cellular automaton
    Zhang, Hong
    Shen, Shigen
    Cao, Qiying
    Wu, Xiaojun
    Liu, Shaofeng
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2020, 16 (11)
  • [8] CELLULAR AUTOMATA AND MOBILE WIRELESS SENSOR NETWORKS
    Choudhury, Salimur
    Salomaa, Kai
    Akl, Selim G.
    2014 IEEE 27TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2014,
  • [9] Malware Propagation Models in Wireless Sensor Networks: A Review
    Queiruga-Dios, Araceli
    Hernandez Encinas, Ascension
    Martin-Vaquero, Jesus
    Hernandez Encinas, Luis
    INTERNATIONAL JOINT CONFERENCE SOCO'16- CISIS'16-ICEUTE'16, 2017, 527 : 648 - 657
  • [10] A novel model for malware propagation on wireless sensor networks
    Martin-Del Rey A.
    Mathematical Biosciences and Engineering, 2024, 21 (03) : 3967 - 3998