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J-GLOBAL ID：202102213849532495   Reference number：21A2846237

An Investigation into the Application of Deep Learning in the Detection and Mitigation of DDOS Attack on SDN Controllers

SDNコントローラへのDDOS攻撃の検出および軽減における深層学習の適用に関する調査【JST・京大機械翻訳】

Author (5)： Gadze James Dzisi ,  Bamfo-Asante Akua Acheampomaa ,  Agyemang Justice Owusu ,  Nunoo-Mensah Henry ,  Opare Kwasi Adu-Boahen
Material： Technologies (Web)
Volume： 9  Issue： 1  Page： 14  Publication year： 2021 
JST Material Number： U7284A  ISSN： 2227-7080  Document type： Article
Article type： 原著論文  Country of issue： Switzerland (CHE)  Language： ENGLISH (EN)

Abstract/Point： Software-Defined Networking (S...

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Thesaurus term： memory(computer) ,  flood ,  learning model ,  network ,  software ,  deep layer ,  security ,  machine learning ,  network architecture ,  learning algorithm ,  *cyberattack
Semi thesaurus term： *DDoS攻撃 ,  *深層学習 ,  SDNコントローラ ,  畳込みニューラルネットワーク , 【Automatic Indexing@JST】

Author keywords (4)： SDN ,  DDoS ,  machine learning ,  deep learning

JST classification (3)： Computer networks  (JC03000K) ,  Mobile communication  (ND08030H) ,  Data protection  (JD01020V)

Reference (20)：

• McKeown, N.; Anderson, T.; Balakrishnan, H.; Parulkar, G.; Peterson, L.; Rexford, J.; Shenker, S.; Turner, J. OpenFlow: Enabling innovation in campus networks. SIGCOMM Comput. Commun. Rev. 2008, 38, 69-74.
• Sangodoyin, A.; Sigwele, T.; Pillai, P.; Hu, Y.F.; Awan, I.; Disso, J. DoS Attack Impact Assessment on Software Defined Networks. In Proceedings of the International Conference on Wireless and Satellite Systems, WiSATS 2017: Wireless and Satellite Systems, Oxford, UK, 14-15 September 2017; pp. 11-22.
• Abhiroop, T.; Babu, S.; Manjo, B.S. A Machine Learning Approach for Detecting DoS Attacks in SDN Switches. In Proceedings of the Twenty Fourth National Conference on Communications (NCC), Hyderabad, India, 25-28 February 2018; pp. 1-8.
• Conti, M.; Gangwal, A.; Gaur, M.S. A comprehensive and effective mechanism for DDoS detection in SDN. In Proceedings of the IEEE 13th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Rome, Italy, 9-11 October 2017; pp. 1-8.
• Dotcenko, S.; Vladyko, A.; Letenko, I. A fuzzy logic-based information security management for software-defined networks. In Proceedings of the 16th International Conference on Advanced Communication Technology, Pyeongchang, Korea, 16-19 February 2014; pp. 167-171.

Terms in the title (4)： SDNコントローラ ,  DDoS攻撃 ,  深層学習 ,  調査