Detection of Distributed Denial of Service Attacks through a Combination of Machine Learning Algorithms over Software Defined Network Environment

机译：在软件定义的网络环境中通过机器学习算法的组合检测分布式拒绝服务攻击

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Software Defined-Network (SDN) is still lately attracting much new research of interest. SDN networks introduce a new design that works on split the control plane from the data plane in order to allow a broader filed to program the network smoothly and ef

机译：最近，软件定义网络（SDN）仍吸引着许多新的研究兴趣。 SDN网络引入了一种新设计，该设计可将控制平面与数据平面分离开来，以使更广泛的领域能够顺畅，高效地对网络进行编程

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《International Congress on Human-Computer Interaction, Optimization and Robotic Applications》|2020年|1-4|共4页
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Hasen AlMomin; Abdullahi Abdu Ibrahim;
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SDN; DDoS attack; Controller; PCA; Entropy; Machine Learning;

机译：SDN; DDoS攻击;控制器; PCA;熵;机器学习;

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1. Machine Learning-based Distributed Denial of Service Attacks Detection Technique using New Features in Software-defined Networks [J] . Waheed G. Gadallah, Nagwa M. Omar, Hosny M. Ibrahim International Journal of Computer Network and Information Security . 2021,第3期

机译：基于机器学习的分布式拒绝服务攻击检测技术使用软件定义网络中的新功能
2. Advanced Support Vector Machine- (ASVM-) Based Detection for Distributed Denial of Service (DDoS) Attack on Software Defined Networking (SDN) [J] . Myo Myint Oo, Sinchai Kamolphiwong, Thossaporn Kamolphiwong, Journal of computer systems, networks, and communications . 2019,第1期

机译：基于高级支持向量机（ASVM-）对软件定义网络的分布式拒绝服务（DDOS）攻击的检测（SDN）
3. Deep Learning Algorithms for Detecting Denial of Service Attacks in Software-Defined Networks [J] . Abdullah Soliman Alshra’a, Ahmad Farhat, Jochen Seitz Procedia Computer Science . 2021,第a期

机译：用于检测软件定义网络中的拒绝服务攻击的深度学习算法
4. Detection of distributed denial of service attacks using machine learning algorithms in software defined networks [C] . Nisharani Meti, D G Narayan, V. P. Baligar International Conference on Advances in Computing, Communications and Informatics . 2017

机译：在软件定义的网络中使用机器学习算法检测分布式拒绝服务攻击
5. Mitigation of Denial of Service Attacks in Software Defined Network =MITIGATION OF DENIAL OF SERVICE ATTACKS IN SOFTWARE DEFINED NETWORK [D] . Dridi, Lobna. 2017

机译：软件定义网络中的拒绝服务攻击的缓解=软件定义网络中的拒绝服务攻击的缓解
6. A Novel Protective Framework for Defeating HTTP-Based Denial of Service and Distributed Denial of Service Attacks [O] . Mohammed A. Saleh, Azizah Abdul Manaf 2015

机译：一种新颖的保护性框架可克服基于HTTP的拒绝服务攻击和分布式拒绝服务攻击
7. Proposed approach to detect distributed denial of service attacks in software defined network using machine learning algorithms [O] . Shruti Banerjee, Partha Sarathi Chakraborty, . . 2018

机译：采用机器学习算法检测软件定义网络中的分布式拒绝服务攻击的方法
8. Analysis of Denial-of-Service Attack Vectors in Software-Defined Networks. [R] . Portante, A. A. 2017

机译：软件定义网络中拒绝服务攻击向量的分析。

Detection of Distributed Denial of Service Attacks through a Combination of Machine Learning Algorithms over Software Defined Network Environment

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