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Predicting Attack Pattern via Machine Learning by Exploiting Stateful Firewall as Virtual Network Function in an SDN Network.

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第一作者： Senthil,Prabakaran

第一单位： Department of Computer Science and Engineering, Karpagam College of Engineering, Coimbatore 641032, Tamil Nadu, India.

作者： Senthil,Prabakaran ^[1] ; Ramalakshmi,Ramar ^[2] ; Irshad,Hussain ^[3] ; Balasubramanian Prabhu,Kavin ^[4] ; Sultan S,Alshamrani ^[5] ; Ahmed Saeed,AlGhamdi ^[6] ; Abdullah,Alshehri ^[7]

作者单位： Department of Computer Science and Engineering, Karpagam College of Engineering, Coimbatore 641032, Tamil Nadu, India. ^[1] Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, Krishnankoil 626126, Tamil Nadu, India. ^[2] Faculty of Electrical and Computer Engineering, University of Engineering and Technology, Peshawar 25000, Pakistan. ^[3] Sri Ramachandra Faculty of Engineering and Technology, Sri Ramachandra Institute of Higher Education and Research, Porur, Chennai 600116, Tamil Nadu, India. ^[4] Department of Information Technology, College of Computer and Information Technology, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia. ^[5] Department of Computer Engineering, College of Computer and Information Technology, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia. ^[6] Department of Information Technology, Al Baha University, P.O. Box 1988, Al Baha 65431, Saudi Arabia. ^[7]

关键词 SDNFV attack prediction bayesian network decision table firewall machine learning network function virtualization software defined network

DOI 10.3390/s22030709

PMID 35161456

发布时间 2023-09-17

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