Mathematical modeling of the propagation of malware: a review

被引:60
|
作者
Martin del Rey, Angel [1 ]
机构
[1] Univ Salamanca, Inst Fundamental Phys & Math, Dept Appl Math, E-37008 Salamanca, Spain
关键词
malware; mathematical modeling; computational simulation; differential equations; cellular automata; COMPUTER VIRUS SPREAD; STABILITY ANALYSIS; CELLULAR-AUTOMATA; EPIDEMIC MODEL; MALICIOUS OBJECTS; TRANSMISSION; WORMS; NETWORKS; SOFTWARE; DYNAMICS;
D O I
10.1002/sec.1186
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the present work, we offer a critical review of the mathematical models that have been proposed to date to simulate malware propagation in a network of computers or mobile devices. We analyze the models proposed determining the deficits and possible alternatives for improving them. Copyright (c) 2015 John Wiley & Sons, Ltd.
引用
收藏
页码:2561 / 2579
页数:19
相关论文
共 50 条
  • [31] Results of mathematical modeling of light propagation in dentin
    Golubenko, I. V.
    Zolotarev, V. M.
    JOURNAL OF OPTICAL TECHNOLOGY, 2006, 73 (08) : 559 - 564
  • [32] Mathematical modeling of tuberculosis propagation and patient detection
    K. K. Avilov
    A. A. Romanyukha
    Automation and Remote Control, 2007, 68 : 1604 - 1617
  • [33] Mathematical modeling of tuberculosis propagation and patient detection
    Avilov, K. K.
    Romanyukha, A. A.
    AUTOMATION AND REMOTE CONTROL, 2007, 68 (09) : 1604 - 1617
  • [34] Dynamics of Complex Networks: Malware Propagation Modeling and Analysis in Industrial Internet of Things
    Li, Li
    Cui, Jufu
    Zhang, Rui
    Xia, Hui
    Cheng, Xiangguo
    IEEE ACCESS, 2020, 8 : 64184 - 64192
  • [35] Partial differential equation modeling of malware propagation in social networks with mixed delays
    Du, Bo
    Wang, Haiyan
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2018, 75 (10) : 3537 - 3548
  • [36] 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
  • [37] 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
  • [38] A Markov Random Field Framework for Modeling Malware Propagation in Complex Communications Networks
    Karyotis, Vasileios
    IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2019, 16 (04) : 551 - 564
  • [39] Computer virus propagation models: A mathematical review
    Prakash, Om
    Kumar, Avadhesh
    Bharti, Sunil Kumar
    JOURNAL OF INFORMATION & OPTIMIZATION SCIENCES, 2023, 44 (06): : 1043 - 1055
  • [40] Reaction-diffusion modeling of malware propagation in mobile wireless sensor networks
    WANG XiaoMing
    HE ZaoBo
    ZHAO XueQing
    LIN Chuang
    PAN Yi
    CAI ZhiPeng
    ScienceChina(InformationSciences), 2013, 56 (09) : 257 - 274