Machine Learning Approach for IP-Flow Record Anomaly Detection.
Cynthia WagnerJérôme FrançoisRadu StateThomas EngelPublished in: Networking (1) (2011)
Keyphrases
- anomaly detection
- machine learning
- network anomaly detection
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- unsupervised learning
- behavior analysis
- network traffic
- intrusion detection system
- computer security
- pattern recognition
- unsupervised anomaly detection
- detecting anomalous
- model selection
- natural language processing
- network security
- one class support vector machines
- text mining
- learning algorithm
- reinforcement learning
- malware detection
- text classification
- data mining
- computer vision
- decision trees
- normal behavior
- feature selection
- information extraction
- supervised learning
- negative selection algorithm
- computational intelligence
- cumulative sum
- data sets