A host-based anomaly detection approach by representing system calls as states of kernel modules.
Syed Shariyar MurtazaWael KhreichAbdelwahab Hamou-LhadjMario CouturePublished in: ISSRE (2013)
Keyphrases
- anomaly detection
- intrusion detection
- network traffic
- anomalous behavior
- network intrusion detection
- detecting anomalies
- unsupervised anomaly detection
- network anomaly detection
- intrusion detection system
- behavior analysis
- computer security
- detecting anomalous
- kernel methods
- one class support vector machines
- network security
- kernel function
- malware detection
- detect anomalies
- network intrusion
- negative selection algorithm
- machine learning
- neural network
- object recognition
- cumulative sum