Attacks Detection on Sampled Netflow Traffic Through Image Analysis with Convolutional Neural Networks (CNN).
Alberto Fernández de RetanaAlberto Miranda-GarcíaÁngel Manuel GuerreroCamino Fernández LlamasPublished in: CISIS-ICEUTE (2021)
Keyphrases
- image analysis
- convolutional neural networks
- normal traffic
- object detection
- traffic analysis
- cellular neural networks
- automatic detection
- network traffic
- worm detection
- pattern recognition
- attack detection
- computer vision
- false alarms
- detection method
- real time
- image processing
- anomaly detection
- detection algorithm
- denial of service attacks
- ddos attacks
- dos attacks
- countermeasures
- network attacks
- traffic flow
- convolutional network
- intrusion detection system
- traffic data
- network security
- watermarking algorithm
- denial of service
- malicious activities
- watermarking scheme
- texture analysis