SDN-Defend: A Lightweight Online Attack Detection and Mitigation System for DDoS Attacks in SDN

A hybrid method of entropy and SSAE-SVM based DDoS detection and mitigation mechanism in SDN

(2022) Zhang Long et al.   COMPUTERS & SECURITY

A novel approach for accurate detection of the DDoS attacks in SDN-based SCADA systems based on deep recurrent neural networks

(2022) Hüseyin Polat et al.   EXPERT SYSTEMS WITH APPLICATIONS

Software-Defined Networking in wireless ad hoc scenarios: Objectives and control architectures

(2022) Mattia Fogli et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

A DDoS attack detection and countermeasure scheme based on DWT and auto-encoder neural network for SDN

(2022) Ramin Fadaei Fouladi et al.   Computer Networks

An SDN-Assisted Defense Mechduanism for the Shrew DDoS Attack in a Cloud Computing Environment

(2021) Neha Agrawal et al.   Journal of Network and Systems Management

Sieve: A flow scheduling framework in SDN based data center networks

(2021) Maiass Zaher et al.   COMPUTER COMMUNICATIONS

Mitigating TCP SYN flooding based EDOS attack in cloud computing environment using binomial distribution in SDN

(2021) Sayed Qaiser Ali Shah et al.   COMPUTER COMMUNICATIONS

A novel hybrid model for intrusion detection systems in SDNs based on CNN and a new regularization technique

(2021) Mahmoud Said ElSayed et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

ADVICE: Towards adaptive scheduling for data collection and DDoS detection in SDN

(2021) Jin-cheng Peng et al.   Journal of Information Security and Applications

Centralized and Distributed Intrusion Detection for Resource-Constrained Wireless SDN Networks

(2021) Gustavo A. Nunez Segura et al.   IEEE Internet of Things Journal

Detecting and Mitigating DDoS Attacks in SDN Using Spatial-Temporal Graph Convolutional Network

(2021) Yongyi Cao et al.   IEEE Transactions on Dependable and Secure Computing

Detection and mitigation of DDoS attacks in SDN: A comprehensive review, research challenges and future directions

(2020) Jagdeep Singh et al.   Computer Science Review

A Systematic Review of Quality of Services (QoS) in Software Defined Networking (SDN)

(2020) Surendra Kumar Keshari et al.   WIRELESS PERSONAL COMMUNICATIONS

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Machine learning algorithms to detect DDoS attacks in SDN

(2019) Reneilson Santos et al.   CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

A Synergistic Concealed Information Test With Novel Approach for EEG Channel Selection and SVM Parameter Optimization

(2019) Annushree Bablani et al.   IEEE Transactions on Information Forensics and Security

VARMAN: Multi-plane security framework for software defined networks

(2019) Prabhakar Krishnan et al.   COMPUTER COMMUNICATIONS

The Forbidden Region Self-Organizing Map Neural Network

(2019) Antonio Diaz Ramos et al.   IEEE Transactions on Neural Networks and Learning Systems

FMD: A DoS mitigation scheme based on flow migration in software-defined networking

(2018) Pengpeng Wu et al.   INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS

Efficient kNN Classification With Different Numbers of Nearest Neighbors

(2018) Shichao Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

JESS: Joint Entropy Based DDoS Defense Scheme in SDN

(2018) Kubra Kalkan et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Statistical Application Fingerprinting for DDoS Attack Mitigation

(2018) Muhammad Ejaz Ahmed et al.   IEEE Transactions on Information Forensics and Security

Hierarchical K-means Method for Clustering Large-Scale Advanced Metering Infrastructure Data

(2017) Tian-Shi Xu et al.   IEEE TRANSACTIONS ON POWER DELIVERY

Extreme learning machines: new trends and applications

(2015) ChenWei Deng et al.   Science China-Information Sciences

Scalable software defined network controllers

(2012) Andreas Voellmy et al.   ACM SIGCOMM Computer Communication Review

OpenFlow

(2008) Nick McKeown et al.   ACM SIGCOMM Computer Communication Review