改进萤火虫算法的DDoS攻击网络目标精确选择
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摘要
结合网络空间对抗实际问题,构建网络空间下DDoS攻击模式,提出一种自适应步长的萤火虫算法来解决DDoS攻击模式下的网络目标选择精确精度不高的问题。通过对模型的仿真测试,证明该算法的应用能够实现网络目标的快速定位和精确选择,对辅助指挥者科学、合理、精确决策具有一定参考价值。
Combined with the practical problem of cyberspace operations,to solve the problem of low precision of network target selection,a distributed denial of service( DDoS) attack mode in cyberspace is constructed and an adaptive step-length firefly algorithm is proposed. The simulation tests verified the performance of the algorithm. This method has reference value for the scientific and rational decision making of assistant conductor.
Combined with the practical problem of cyberspace operations,to solve the problem of low precision of network target selection,a distributed denial of service( DDoS) attack mode in cyberspace is constructed and an adaptive step-length firefly algorithm is proposed. The simulation tests verified the performance of the algorithm. This method has reference value for the scientific and rational decision making of assistant conductor.
引文
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[10] M Fernanda P Costa,Ana Maria AC Rocha,Edite MGPFernandes. Combining Non-Dominance,Objective-Orderand Spread Metric to Extend Firefly Algorithm to Multi-Objective Optimization[C]∥Springer,2015:292-306.
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[12] Saeed Gholizadeh. Performance-Based Optimum SeismicDesign of Steel Structure by a Modified Firefly Algorithmand a New Neural Network[J]. Advances in EngineeringSoftware,2015,81(C)∶50-65.
[13]武胜波.电磁频谱监测系统设计及算法研究[D].西安:西安电子科技大学,2011:1-73.WU Sheng-bo. Design and Algorithm Research of Elec-tromagnetic Spectrum Monitoring System[D]. Xi'an:Xidian University,2011:1-73.
[14]王树刚,徐文娟.电磁频谱监测系统设计分析[J].无线电工程,2012,42(6):39-41.WANG Shu-gang,XU Wen-juan. Electromagnetic Spec-trum Monitoring System Design and Analysis[J]. RadioEngineering,2012,42(6):39-41.
[15] Zrelli Amira,Bouyahi Mohamed,Ezzedine Tahar. Moni-toring of Temperature in Distributed Optical Sensor:Ra-man and Brillouin Spectrum[J]. Optik-InternationalJournal for Light and Electron Optics,2016,127(8):4162-4166.
[2]王永杰,鲜明,陈志杰,等. DDo S攻击分类与效能评估方法研究[J].计算机科学,2006,33(10):97-100.WANG Yong-Jie,XIAN Ming,CHEN Zhi-Jie,et al.Study on Taxonomy and Effectiveness Evaluation ofDDo S Attacks[J]. Computer Science,2006,33(10):97-100.
[3]刘小虎,张明清,唐俊,等.分布式DDo S攻击源入侵追踪模型设计[J].信息工程大学学报,2014,15(2):242-247.LIU Xiao-hu,ZHANG Ming-qing,TANG Jun,et al. De-sign of Distributed DDo S Attack Source Traceback Model[J]. Journal of Information Engineering University,2014,15(2):242-247.
[4]陈明,张晓勇.浅析DDo S攻击及其防御手段[J].网络安全技术与应用,2013(9):14-15.CHEN Ming,ZHANG Xiao-yong,DDo S Attack is Analy-sis and Its Protective Measures[J]. Network Security,2013(9):14-15.
[5]李瑞青.改进的萤火虫算法及应用[D].长春:吉林大学,2015:1-59.LI Rui-qing. Improved Firefly Algorithm and Application[D]. Changchun:Jilin University,2015:1-59.
[6]郁书好.萤火虫优化算法研究及应用[D].合肥:合肥工业大学,2015:1-123.YU Shu-hao. Research on Firefly Algorithm and Its Ap-plication[D]. Hefei:Hefei University of Technology,2015:1-123.
[7]唐少虎,刘小明.一种改进的自适应步长的人工萤火虫算法[J].智能系统学报,2015,10(3):470-475.TANG Shao-hu,LIU Xiao-ming. An Improved AdaptiveStep Glowworm Swarm Optimization Algorithm[J].CAAI Transactions on Intelligent Systems,2015,10(3):470-475.
[8]王吉权,王福林.萤火虫算法的改进分析及应用[J].计算机应用,2014,34(9):2552-2556.WANG Ji-quan,WANG Fu-lin. Improvement Analysisand Application of Firely Algorithm[J]. Journal of Com-puter Applications,2014,34(9):2552-2556.
[9] YU Shu-hao,SU Shou-bao,LU Qing-ping,et al. A NovelWise Step Strategy for Firefly Algorithm[J]. Internation-al Journal of Computer Mathematics,2014,91(12):2507-2513.
[10] M Fernanda P Costa,Ana Maria AC Rocha,Edite MGPFernandes. Combining Non-Dominance,Objective-Orderand Spread Metric to Extend Firefly Algorithm to Multi-Objective Optimization[C]∥Springer,2015:292-306.
[11] ZHANG Jian-jun,LI Yu-guang. An Improved Firefly Al-gorithm and Its Application in Time-Table Problems[C]∥Atlantis Press,2015:1458-1473.
[12] Saeed Gholizadeh. Performance-Based Optimum SeismicDesign of Steel Structure by a Modified Firefly Algorithmand a New Neural Network[J]. Advances in EngineeringSoftware,2015,81(C)∶50-65.
[13]武胜波.电磁频谱监测系统设计及算法研究[D].西安:西安电子科技大学,2011:1-73.WU Sheng-bo. Design and Algorithm Research of Elec-tromagnetic Spectrum Monitoring System[D]. Xi'an:Xidian University,2011:1-73.
[14]王树刚,徐文娟.电磁频谱监测系统设计分析[J].无线电工程,2012,42(6):39-41.WANG Shu-gang,XU Wen-juan. Electromagnetic Spec-trum Monitoring System Design and Analysis[J]. RadioEngineering,2012,42(6):39-41.
[15] Zrelli Amira,Bouyahi Mohamed,Ezzedine Tahar. Moni-toring of Temperature in Distributed Optical Sensor:Ra-man and Brillouin Spectrum[J]. Optik-InternationalJournal for Light and Electron Optics,2016,127(8):4162-4166.