典型文献
ReLFA:Resist Link Flooding Attacks via Renyi Entropy and Deep Reinforcement Learning in SDN-IoT
文献摘要：
Link flooding attack (LFA) is a fresh dis-tributed denial of service attack (DDoS). Attackers can cut off the critical links, making the services in the target area unavailable. LFA manipulates legal low-speed flow to flood critical links, so traditional tech-nologies are difficult to resist such attack. Meanwhile, LFA is also one of the most important threats to Inter-net of things (IoT) devices. The introduction of soft-ware defined network (SDN) effectively solves the se-curity problem of the IoT. Aiming at the LFA in the software defined Internet of things (SDN-IoT), this pa-per proposes a new LFA mitigation scheme ReLFA. Renyi entropy is to locate the congested link in the data plane in our scheme, and determines the target links according to the alarm threshold. When LFA is detected on the target links, the control plane uses the method based on deep reinforcement learning (DRL) to carry out traffic engineering. Simulation results show that ReLFA can effectively alleviate the impact of LFA in SDN IoT. In addition, the rerouting time of ReLFA is superior to other latest schemes.
文献关键词：
中图分类号：
作者姓名：
Jiushuang Wang;Ying Liu;Weiting Zhang;Xincheng Yan;Na Zhou;Zhihong Jiang
作者机构：
School of Electronic and Information Engineering,Beijing Jiaotong University,Beijing 100044,China;State Key Laboratory of Mobile Network and Mobile Multimedia Technology,Shenzhen 518055,China;ZTE Corporation,Nanjing 210012,China
文献出处：
引用格式：
[1]Jiushuang Wang;Ying Liu;Weiting Zhang;Xincheng Yan;Na Zhou;Zhihong Jiang-.ReLFA:Resist Link Flooding Attacks via Renyi Entropy and Deep Reinforcement Learning in SDN-IoT)[J].中国通信（英文版）,2022(07):152-171
A类：
ReLFA,Attackers,rerouting
B类：
Resist,Link,Flooding,Attacks,Renyi,Entropy,Deep,Reinforcement,Learning,SDN,IoT,flooding,attack,fresh,dis,tributed,denial,DDoS,can,cut,off,critical,links,making,services,target,area,unavailable,manipulates,legal,speed,flow,traditional,tech,nologies,difficult,resist,such,Meanwhile,also,one,most,important,threats,things,devices,introduction,defined,network,effectively,solves,curity,problem,Aiming,software,Internet,this,proposes,new,mitigation,entropy,locate,congested,data,plane,our,determines,according,alarm,threshold,When,detected,control,uses,method,deep,reinforcement,learning,DRL,carry,traffic,engineering,Simulation,results,show,that,alleviate,impact,addition,superior,other,latest,schemes
AB值：
0.528448
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