Ensemble classifier for misuse detection using N-gram feature vectors through operating system call traces.
Ehsan AghaeiGürsel SerpenPublished in: Int. J. Hybrid Intell. Syst. (2017)
Keyphrases
- n gram
- operating system
- ensemble classifier
- feature vectors
- misuse detection
- support vector machine
- intrusion detection system
- anomaly detection
- intrusion detection
- computer systems
- language model
- data mining
- ensemble learning
- text classification
- concept drift
- feature extraction
- feature selection
- random forest
- microsoft windows
- network security
- feature space
- fusion method
- classification models
- similarity measure
- base classifiers
- face images
- ensemble methods
- distributed systems
- feature set
- databases
- network traffic
- decision trees
- computer networks
- weak classifiers
- data analysis
- probabilistic model
- training set