The diversity of attack types, along with the inability to predict their occurrence, makes detecting attacks and mitigating their severity a challenge. This work aims to analyze the performance of machine learning techniques for detecting DDoS attacks in cloud computers, using network training to ...
In this project, we propose a distributed change-point detection(DCD) architecture using a new mechanism, change aggregation tree(CAT) with MCA. This CAT mechanism is designed at the router level for detecting abrupt changes in traffic flows. When a DDoS attack is launched, the routers observe...
英文引用格式: DoS/DDoS attack detection and defense system based on SDN architectures Zhang Shixuan,Liu Jing,Lai Yingxu,He Yun,Yang Pan Abstract: Key words :software defined network;distributed denial of service;traffic anomaly detection;defense system 0 引言 软件定义网络(Software Defined Networking,S...
In this paper, we propose a classification of such security vulnerabilities exposed by SDN architecture and leveraged by a new-flow based DDoS attack. We... MP Singh,A Bhandari - 《Computer Communications》 被引量: 0发表: 2020年 SDN-based DDoS Attack Detection with Cross-Plane Collaboration an...
In [40], three methods for DDoS attack detection in the IoT based on specific network behavior (feature extraction), SDN-based network architecture [41, 42], and a third approach from Apache Spark, which is a platform for DDoS attack detection in the IoT through machine learning were present...
[25] Y. Xu and Y. Liu, “DDoS attack detection under SDN context,” in Proc. 35th Annu. IEEE Int. Conf. Comput. Commun. (INFOCOM) , Apr. 2016, pp. 1–9. [26] R. Braga, E. Mote, and A. Passito, “Lightweight DDoS flooding attack detection using NOX/OpenFlow,” in Proc....
A DDoS Attack Detection Scheme Based on Entropy and PSO-BP Neural Network in SDN SDN(Software Defined Network)has many security problems,and DDoS attack is undoubtedly the most serious harm to SDN architecture network.How to accurately ... ZP Liu,YP He,WS Wang,... - 2018中国信息通信大会(...
DDoS protection architecture DDoS protection framework A DDoS protection framework includes the following components: · Anti-DDoS detection device—Detects DDoS attacks and reports attack information (including attack target IP address, target port number, and attack type) to the management center in att...
Brief Attack Taxonomy Commonly Seen DDoS Attack Types Application-Layer DDoS Attack Motivations DoS Defense DDoS Defense Triad: Resilience, Detection, Mitigation DDoS Resilience DDoS Detection DDoS Mitigation DoS Defense Architecture DoS Defense Layers and the Shared Nature of DDoS Defense ...
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