Early detection of DDoS attacks against SDN controllers

SM Mousavi, M St-Hilaire - 2015 international conference on …, 2015 - ieeexplore.ieee.org
Denial of Service (DDoS) Attack. To mitigate this threat, this paper proposes to use the central
control of SDN for attack detection … how DDoS attacks can exhaust controller resources …

Time-based DDoS detection and mitigation for SDN controller

NIG Dharma, MF Muthohar… - 2015 17th Asia …, 2015 - ieeexplore.ieee.org
… for DDoS attack detection and mitigation for SDN controller. … of DDoS attack detection and
attacks time pattern of DDoS … in SDN controller that can be exploited for DDoS attack and …

A detection method for a novel DDoS attack against SDN controllers by vast new low-traffic flows

P Dong, X Du, H Zhang, T Xu - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
… PROBLEM FORMULATION In this section, we first state the DDoS detection problem in the
SDN networN. In particular, we formulate the networN model for our proposed method. Then, …

DDoS detection and analysis in SDN-based environment using support vector machine classifier

RT Kokila, ST Selvi… - 2014 sixth international …, 2014 - ieeexplore.ieee.org
… the security issues in SDN controller. DDoS attack on the controller causes flow table flooding
and dropping of legitimate packets. Hence, it is important to detect the DDoS attack in the …

Detection techniques of distributed denial of service attacks on software-defined networking controller–a review

MA Aladaileh, M Anbar, IH Hasbullah, YW Chong… - IEEE …, 2020 - ieeexplore.ieee.org
… techniques to detect DDoS attacks on SDN controller. It first describes the SDN technology
and … for future research related to detection techniques of DDoS against the SDN controller. …

Review on detection techniques against DDoS attacks on a software-defined networking controller

HD Zubaydi, M Anbar, CY Wey - 2017 Palestinian International …, 2017 - ieeexplore.ieee.org
… gain access to the controller. One of the attacks that affect SDN controller is DDoS attacks.
This paper reviews different detection techniques that are available to prevent DDoS attacks, …

DDoS detection and defense mechanism for SDN controllers with K-Means

J Cui, J Zhang, J He, H Zhong… - 2020 IEEE/ACM 13th …, 2020 - ieeexplore.ieee.org
… This paper focuses on SDN-specific DDoS attacks and proposes a detection and defense
mechanism to protect the SDN controller. The contributions of this paper are as follows. 1) …

[PDF][PDF] DDoS Detection in SDN using Machine Learning Techniques.

MW Nadeem, HG Goh, V Ponnusamy… - Computers, Materials & …, 2022 - cdn.techscience.cn
… The machine learning model with optimal features gives effective results for detecting DDoS
attacks in SDN controllers. • The presented analysis combines features selection techniques …

An improved method of DDoS attack detection for controller of SDN

W Sun, Y Li, S Guan - 2019 IEEE 2nd International Conference …, 2019 - ieeexplore.ieee.org
DDoS attack detection method. In this paper, we design a DDoS attack detection system and
method for SDN controller… RNN is applied to the DDoS system in the SDN environment. The …

A machine learning based detection and mitigation of the DDOS attack by using SDN controller framework

M Revathi, VV Ramalingam, B Amutha - Wireless Personal …, 2022 - Springer
… in SDN controller for the detection and mitigation of DDoS … techniques of SDN avoidance
and DDoS detection. Based … established DDoS identification policies, such as statistic, SDN