Machine Learning and Deep Learning Techniques for Distributed Denial of Service Anomaly Detection in Software Defined Networks - Current Research Solutions.
Nura Shifa MusaNada Masood MirzaSaida Hafsa RafiqueAmira Mahamat AbdallahThangavel MuruganPublished in: IEEE Access (2024)
Keyphrases
- anomaly detection
- deep learning
- machine learning
- unsupervised learning
- intrusion detection
- anomalous behavior
- detecting anomalies
- intrusion detection system
- network intrusion detection
- network traffic
- network anomaly detection
- network security
- supervised learning
- one class support vector machines
- computer networks
- computer systems
- ddos attacks
- detect anomalies
- decision trees
- computer vision
- negative selection algorithm
- mental models
- social networks
- model selection
- text classification
- pairwise
- training set
- object recognition
- pattern recognition