Adaptive ROC-based ensembles of HMMs applied to anomaly detection.
Wael KhreichEric GrangerAli MiriRobert SabourinPublished in: Pattern Recognit. (2012)
Keyphrases
- anomaly detection
- intrusion detection
- network traffic
- detecting anomalies
- anomalous behavior
- network intrusion detection
- detecting anomalous
- intrusion detection system
- network security
- computer security
- network anomaly detection
- unsupervised learning
- behavior analysis
- unsupervised anomaly detection
- data sets
- cumulative sum
- hidden markov models
- neural network
- network intrusion
- data mining techniques
- reinforcement learning
- decision trees