A GRU deep learning system against attacks in software defined networks

Security in SDN: A comprehensive survey

(2020) Juan Camilo Correa Chica et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Spatio-temporal heterogeneous bandwidth allocation mechanism against DDoS attack

(2020) Xiao Zhang et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Online DDoS attack detection using Mahalanobis distance and Kernel-based learning algorithm

(2020) Salva Daneshgadeh Çakmakçı et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Internet of Things: A survey on machine learning-based intrusion detection approaches

(2019) Kelton A.P. da Costa et al.   Computer Networks

Intrusion detection systems in the Internet of things: A comprehensive investigation

(2019) Somayye Hajiheidari et al.   Computer Networks

Towards Secure 5G Networks: A Survey

(2019) Shunliang Zhang et al.   Computer Networks

DA-DRLS: Drift adaptive deep reinforcement learning based scheduling for IoT resource management

(2019) Abishi Chowdhury et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Data-driven software defined network attack detection : State-of-the-art and perspectives

(2019) Puming Wang et al.   INFORMATION SCIENCES

Deep learning approaches for anomaly-based intrusion detection systems: A survey, taxonomy, and open issues

(2019) Arwa Aldweesh et al.   KNOWLEDGE-BASED SYSTEMS

An enhanced saturation attack and its mitigation mechanism in software-defined networking

(2019) Jianfeng Xu et al.   Computer Networks

Efficient behaviour specification and bidirectional gated recurrent units-based intrusion detection method for industrial control systems

(2019) Izhar Ahmed Khan et al.   ELECTRONICS LETTERS

An ecosystem for anomaly detection and mitigation in software-defined networking

(2018) Luiz Fernando Carvalho et al.   EXPERT SYSTEMS WITH APPLICATIONS

A comprehensive survey on network anomaly detection

(2018) Gilberto Fernandes et al.   TELECOMMUNICATION SYSTEMS

Deep Learning Model for Multimedia Quality of Experience Prediction Based on Network Flow Packets

(2018) Manuel Lopez-Martin et al.   IEEE COMMUNICATIONS MAGAZINE

A survey on emerging SDN and NFV security mechanisms for IoT systems

(2018)   IEEE Communications Surveys and Tutorials

Security risk assessment for SDN-enabled smart grids

(2018) Hellen Maziku et al.   COMPUTER COMMUNICATIONS

Detecting Malicious Activity With DNS Backscatter Over Time

(2017) Kensuke Fukuda et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Radio Frequency Traffic Classification Over WLAN

(2017) Joe Kornycky et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT

(2017) Manuel Lopez-Martin et al.   SENSORS

Soft-WSN: Software-Defined WSN Management System for IoT Applications

(2016) Samaresh Bera et al.   IEEE Systems Journal

Non-Intrusive Anomaly Detection With Streaming Performance Metrics and Logs for DevOps in Public Clouds: A Case Study in AWS

(2016) Daniel Sun et al.   IEEE Transactions on Emerging Topics in Computing

An Entropy-Based Network Anomaly Detection Method

(2015) Przemysław Bereziński et al.   Entropy