An Approach for Intrusion Detection Using Novel Gaussian Based Kernel Function.
Gunupudi Rajesh KumarNimmala MangathayaruGugulothu NarsimhaPublished in: J. Univers. Comput. Sci. (2016)
Keyphrases
- intrusion detection
- kernel function
- rbf kernel
- intrusion detection system
- gaussian kernels
- support vector
- kernel methods
- polynomial kernels
- anomaly detection
- network security
- support vector machine
- network intrusion detection
- high dimensional
- feature space
- reproducing kernel hilbert space
- support vector regression
- network intrusion
- detecting anomalous
- data mining
- gaussian kernel
- high detection rate
- kernel learning
- information security
- kernel matrix
- positive definite
- network traffic
- neural network
- multi class
- network attacks
- maximum likelihood
- feature set
- alert correlation
- high dimensional feature space
- feature selection
- image processing
- pairwise
- multiple kernel learning
- network intrusions