Classification of DNS Queries for Anomaly Detection.
Hongbo ShiKazuhiko IwasakiPublished in: PRDC (2013)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- novelty detection
- unsupervised anomaly detection
- network intrusion detection
- computer security
- unsupervised learning
- intrusion detection system
- malware detection
- pattern recognition
- network anomaly detection
- feature selection
- detecting anomalous
- network security
- negative selection algorithm
- one class support vector machines
- pattern classification
- neural network
- training set
- decision trees
- behavior analysis
- cost sensitive
- cumulative sum
- machine learning
- text classification
- supervised learning
- feature extraction
- bayesian networks
- feature space
- hidden markov models