A trace abstraction approach for host-based anomaly detection.
Syed Shariyar MurtazaWael KhreichAbdelwahab Hamou-LhadjStéphane GagnonPublished in: CISDA (2015)
Keyphrases
- anomaly detection
- intrusion detection
- network intrusion detection
- detecting anomalies
- unsupervised anomaly detection
- anomalous behavior
- network traffic
- intrusion detection system
- computer security
- one class support vector machines
- network security
- behavior analysis
- network anomaly detection
- negative selection algorithm
- connectionist systems
- neural network
- unsupervised learning
- detect anomalies
- network intrusion
- support vector machine
- hidden markov models
- high dimensional
- detecting anomalous
- cumulative sum
- genetic algorithm