Proposal of a new information theory-based technique based on traffic anomaly detection analysis.
Antonio Cuadra SánchezJavier AracilJavier Ramos de SantiagoPublished in: Int. J. Parallel Emergent Distributed Syst. (2015)
Keyphrases
- anomaly detection
- information theory
- network traffic
- intrusion detection
- information theoretic
- detect anomalies
- behavior analysis
- cumulative sum
- anomalous behavior
- intrusion detection system
- network intrusion detection
- unsupervised anomaly detection
- conditional entropy
- unsupervised learning
- image analysis
- image processing
- mutual information
- data analysis
- learning algorithm