Fast and Reliable DDoS Detection using Dimensionality Reduction and Machine Learning.
Zein AshiLaila AburashedMohammad Al-Fawa'rehMalik QasaimehPublished in: ICITST (2020)
Keyphrases
- machine learning
- dimensionality reduction
- data representation
- decision trees
- detection method
- feature extraction
- detection accuracy
- automatic detection
- feature selection
- pattern recognition
- anomaly detection
- reliable detection
- high dimensionality
- cost effective
- knowledge acquisition
- object detection
- principal component analysis
- neural network
- support vector machine
- knowledge discovery
- data mining
- data analysis
- learning tasks
- computer science
- machine learning methods
- structure preserving
- false alarms
- learning algorithm
- principal components
- computer vision
- detection rate
- transfer learning
- learning systems
- machine learning algorithms
- detection algorithm
- low dimensional