[PDF][PDF] Machine learning in openflow network: comparative analysis of DDoS detection techniques.

A Singh - Int. Arab J. Inf. Technol., 2021 - ccis2k.org
Software Defined Network (SDN) allows the separation of a control layer and data
forwarding at two different layers. However, centralized control systems in SDN is vulnerable …

All‐Packets‐Based Multi‐Rate DDoS Attack Detection Method in ISP Layer

X Liu, J Ren, H He, B Zhang, Q Wang… - Security and …, 2022 - Wiley Online Library
Distributed denial of service (DDoS) is a fundamental security problem in the ISP layer of the
internet of things. However, most existing DDoS detection methods are based on NetFlow …

Comparative analysis of DDoS detection techniques based on machine learning in openflow network

FDS Sumadi, CSK Aditya - 2020 3rd International Seminar on …, 2020 - ieeexplore.ieee.org
Software Defined Network (SDN) allows the separation of a control layer and data
forwarding at two different layers. However, centralized control systems in SDN is vulnerable …

Low-rate attack detection on SD-IoT using SVM combined with feature importance logistic regression coefficient

MM Azmi, FDS Sumadi - Kinetik: Game Technology, Information …, 2022 - kinetik.umm.ac.id
The evolution of computer network technology is now experiencing substantial changes,
particularly with the introduction of a new paradigm, Software Defined Networking (SDN) …

Deteksi Serangan DDoS Pada Jaringan Berbasis SDN Dengan Klasifikasi Random Forest

MK Harto, A Basuki - Jurnal Pengembangan Teknologi Informasi Dan …, 2021 - j-ptiik.ub.ac.id
Seiring dengan berkembangnya teknologi jaringan, semakin berkembang pula ancaman
yang terkait dengan jaringan, salah satunya adalah DDoS (Distributed Denial of Service) …