Evolutionary-based packets classification for anomaly detection in web layer.
Rafal KozikMichal ChorasWitold HolubowiczPublished in: Secur. Commun. Networks (2016)
Keyphrases
- anomaly detection
- intrusion detection
- unsupervised learning
- network intrusion detection
- anomalous behavior
- unsupervised anomaly detection
- detecting anomalies
- intrusion detection system
- network traffic
- behavior analysis
- pattern recognition
- computer security
- network security
- network anomaly detection
- detect anomalies
- decision trees
- supervised learning
- support vector
- detecting anomalous
- machine learning
- normal traffic
- training set
- connectionist systems
- cost sensitive
- negative selection algorithm
- one class support vector machines
- genetic algorithm
- feature extraction
- computer vision
- pattern classification
- feature space
- feature vectors
- text classification