Detection of DDoS attacks in software defined network using decision tree

H Kousar, MM Mulla, P Shettar… - 2021 10th IEEE …, 2021 - ieeexplore.ieee.org
Software Defined Networks (SDN) is a programmable network which can be easily
managed with a global knowledge of network topology. However, SDN controller is …

A systematic literature review on machine learning and deep learning approaches for detecting DDoS attacks in software-defined networking

AA Bahashwan, M Anbar, S Manickam, TA Al-Amiedy… - Sensors, 2023 - mdpi.com
Software-defined networking (SDN) is a revolutionary innovation in network technology with
many desirable features, including flexibility and manageability. Despite those advantages …

DDoS attack detection and mitigation using SDN: methods, practices, and solutions

NZ Bawany, JA Shamsi, K Salah - Arabian Journal for Science and …, 2017 - Springer
Distributed denial-of-service (DDoS) attacks have become a weapon of choice for hackers,
cyber extortionists, and cyber terrorists. These attacks can swiftly incapacitate a victim …

Detecting DDoS attacks in software-defined networks through feature selection methods and machine learning models

H Polat, O Polat, A Cetin - Sustainability, 2020 - mdpi.com
Software Defined Networking (SDN) offers several advantages such as manageability,
scaling, and improved performance. However, SDN involves specific security problems …

FADM: DDoS flooding attack detection and mitigation system in software-defined networking

D Hu, P Hong, Y Chen - GLOBECOM 2017-2017 IEEE Global …, 2017 - ieeexplore.ieee.org
Distributed Denial-of-Service (DDoS) flooding attack is one of the most serious threats to
network security. Software-Defined Networking (SDN) has recently emerged as a new …

DDoS attack detection and mitigation in SDN using machine learning

F Khashab, J Moubarak, A Feghali… - 2021 IEEE 7th …, 2021 - ieeexplore.ieee.org
Software Defined Networking (SDN) is a networking paradigm that has been very popular
due to its advantages over traditional networks with regard to scalability, flexibility, and its …

Ddosnet: A deep-learning model for detecting network attacks

MS Elsayed, NA Le-Khac, S Dev… - 2020 IEEE 21st …, 2020 - ieeexplore.ieee.org
Software-Defined Networking (SDN) is an emerging paradigm, which evolved in recent
years to address the weaknesses in traditional networks. The significant feature of the SDN …

Evaluation of machine learning techniques for security in SDN

A Ahmad, E Harjula, M Ylianttila… - 2020 IEEE Globecom …, 2020 - ieeexplore.ieee.org
Software Defined Networking (SDN) has emerged as the most viable programmable
network architecture to solve many challenges in legacy networks. SDN separates the …

New-flow based DDoS attacks in SDN: Taxonomy, rationales, and research challenges

MP Singh, A Bhandari - Computer Communications, 2020 - Elsevier
Software-defined Networking (SDN) is an emerging technology that revolves around the
fundamental notion of setting up a network with a decoupled control plane and data plane. It …

Toward secure software-defined networks against distributed denial of service attack

KS Sahoo, SK Panda, S Sahoo, B Sahoo… - The Journal of …, 2019 - Springer
The newly emerged software-defined networking (SDN) paradigm provides a flexible
network management by decoupling the network control logic from the data plane, which …