DDoS classification of network traffic in software defined networking SDN using a hybrid convolutional and gated recurrent neural network

Nature·Aug 9

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1

Design of an AI-driven secure 5G-SDN framework with federated reinforcement learning for anomaly detection, mitigation, and attack forensics

Frontiers·Jan 19

2

Dynamic graph neural network-based framework to increase detection accuracy in SDN under DDOS

Nature·Dec 29

3

A lightweight machine learning approach for DDoS detection and classification

Nature·Apr 10

4

DMSTG-AD: an SDN intrusion detection method based on dynamic multi-scale spatio-temporal graph neural network

Nature·Mar 22

5

A novel adaptive transformer based quantum intrusion detection system for software defined networks

Nature·Oct 21

6

Identification and detection of DDoS attack on smart home infrastructure using machine learning models

Nature·Jan 17

7

Deep learning-based HTTP TRACE flood detection in wireless sensor network using deep spectral multi-layer convolutional neural network

Nature·Mar 9

8

Mitigating distributed denial of service attacks using attribute subset selection with temporal convolutional networks

Nature·Dec 2