Agent-based simulation of cooperative defence against botnets

被引:16
|
作者
Kotenko, Igor [1 ]
Konovalov, Alexey [1 ]
Shorov, Andrey [1 ]
机构
[1] St Petersburg Inst Informat & Automat, Lab Comp Secur Problems, St Petersburg, Russia
来源
关键词
modelling and simulation; intelligent distributed systems; agent-based systems; network attacks and defence; botnets; cooperative defence against botnet attacks; DDoS;
D O I
10.1002/cpe.1858
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The paper outlines a framework and software tool intended for simulation of cooperative defence mechanisms against botnets. These framework and software tool are based on agent-oriented approach and packet-level network simulation. They are intended to evaluate and compare different cooperative distributed attacks and defence mechanisms. Botnet and defence components are represented in the paper as a set of collaborating and counteracting agent teams. Agents are supposed to collect information from various network sources, operate different situational knowledge, and react to actions of other agents. The paper describes the results of experiments aimed to investigate botnets and distributed denial of service defence mechanisms. We explore various botnet attacks and counteraction against them on the example of defence against distributed denial of service attacks. Copyright (c) 2011 John Wiley & Sons, Ltd.
引用
收藏
页码:573 / 588
页数:16
相关论文
共 50 条
  • [41] Task Degradation in Agent-Based Simulation
    Rice, Daniel
    Andra, Mitha
    [J]. MILITARY MODELING & SIMULATION SYMPOSIUM 2011 (MMS 2011) - 2011 SPRING SIMULATION MULTICONFERENCE - BK 7 OF 8, 2011, : 19 - 22
  • [42] Agent-Based Modeling and Simulation (OR Essentials)
    Robertson, Duncan A.
    [J]. JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2017, 20 (01):
  • [43] Agent-based Simulation of Autonomous Cars
    Boesch, Patrick M.
    Ciari, Francesco
    [J]. 2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 2588 - 2592
  • [44] The future of agent-based modeling and simulation
    Macal, Charles M.
    [J]. Proceedings of the 2010 Operational Research Society Simulation Workshop, SW 2010, 2010,
  • [45] Contextual activation for agent-based simulation
    Badeig, Fabien
    Balbo, Flavien
    Pinson, Suzanne
    [J]. 21ST EUROPEAN CONFERENCE ON MODELLING AND SIMULATION ECMS 2007: SIMULATIONS IN UNITED EUROPE, 2007, : 128 - +
  • [46] Distributed simulation of agent-based systems
    Theodoropoulos, G
    Logan, B
    [J]. DEVELOPMENTS IN COMPUTATIONAL MECHANICS WITH HIGH PERFORMANCE COMPUTING, 1999, : 147 - 153
  • [47] Agent-based Simulation of Forest Firefighting
    Chang, Chunyuan
    Yang, Chunmei
    Sun, Xiaofang
    [J]. AUTOMATION EQUIPMENT AND SYSTEMS, PTS 1-4, 2012, 468-471 : 480 - 483
  • [48] An Agent-Based Platform for Traffic Simulation
    Fernandez-Isabel, Alberto
    Fuentes-Fernandez, Ruben
    [J]. SOFT COMPUTING MODELS IN INDUSTRIAL AND ENVIRONMENTAL APPLICATIONS, 6TH INTERNATIONAL CONFERENCE SOCO 2011, 2011, 87 : 505 - 514
  • [49] Agent-Based Social Simulation in Markets
    Bertels, Koen
    Boman, Magnus
    [J]. Electronic Commerce Research, 2001, 1 (1-2) : 149 - 158
  • [50] Agent-based Simulation of the Maritime Domain
    Vanek, O.
    [J]. ACTA POLYTECHNICA, 2010, 50 (04) : 94 - 99