High Resolution SOM Approach to Improving Anomaly Detection in Intrusion Detection Systems.
Ayu SaraswatiMarkus HagenbuchnerZhi Quan ZhouPublished in: Australasian Conference on Artificial Intelligence (2016)
Keyphrases
- anomaly detection
- intrusion detection system
- intrusion detection
- high resolution
- network security
- network intrusion detection
- network traffic
- computer networks
- unsupervised learning
- self organizing maps
- normal behavior
- detecting anomalies
- computer security
- misuse detection
- anomalous behavior
- k means
- network anomaly detection
- detect anomalies
- intrusion prevention
- cyber security
- alert correlation
- one class support vector machines
- negative selection algorithm
- semi supervised
- neural network
- network intrusion
- high dimensional
- normal traffic
- image processing