Windower: Feature Extraction for Real-Time DDoS Detection Using Machine Learning.
Patrik GoldschmidtJan KuceraPublished in: NOMS (2024)
Keyphrases
- real time
- machine learning
- feature extraction
- pattern recognition
- feature selection
- feature extraction and classification
- detection method
- automatic detection
- information extraction
- false positives
- decision trees
- data analysis
- preprocessing
- face detection and tracking
- detection accuracy
- object detection
- detection rate
- frequency analysis
- machine learning methods
- learning algorithm
- learning systems
- dimension reduction
- detecting and tracking multiple
- detection algorithm
- lightweight
- natural language processing
- active learning
- computer vision
- false alarms
- ddos attacks
- high speed
- statistical methods
- face detection
- text classification
- vision system
- support vector machine
- knowledge representation
- control system
- feature space
- face recognition
- data mining