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

Dealing With COVID-19 Network Traffic Spikes [Cybercrime and Forensics]

(2021) Mahmoud Said Elsayed et al.   IEEE SECURITY & PRIVACY

CNN-Based Network Intrusion Detection against Denial-of-Service Attacks

(2020) Jiyeon Kim et al.   Electronics

Machine learning algorithms to detect DDoS attacks in SDN

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

Recurrent Neural Network Model Based on a New Regularization Technique for Real-Time Intrusion Detection in SDN Environments

(2019) Marwan Ali Albahar   Security and Communication Networks

VARMAN: Multi-plane security framework for software defined networks

(2019) Prabhakar Krishnan et al.   COMPUTER COMMUNICATIONS

A fog-based privacy-preserving approach for distributed signature-based intrusion detection

(2018) Yu Wang et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Machine Learning and Deep Learning Methods for Cybersecurity

(2018) Yang Xin et al.   IEEE Access

A Survey on Deep Learning

(2018) Samira Pouyanfar et al.   ACM COMPUTING SURVEYS

Deep Learning Approach Combining Sparse Autoen-coder with SVM for Network Intrusion Detection

(2018) Majjed Al-Qatf et al.   IEEE Access

AI-Based Two-Stage Intrusion Detection for Software Defined IoT Networks

(2018) Jiaqi Li et al.   IEEE Internet of Things Journal

A survey of intrusion detection in Internet of Things

(2017) Bruno Bogaz Zarpelão et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Software-Defined Networking: A Comprehensive Survey

(2015) Diego Kreutz et al.   PROCEEDINGS OF THE IEEE