Support Vector Classifier Using Basin-Based Sampling for Security Assessment of Nonlinear Power and Control Systems.

Daewon Lee Jaewook Lee

Published in: IJCNN (2006)

Keyphrases

support vector
control system
support vector machine
svm classifier
training examples
industrial automation
feature selection
information security
power consumption
cross validation
pulse width
risk assessment
decision function

kernel classifiers
security issues
kernel function
classification accuracy
hyperplane
sampling strategy
binary classification
logistic regression
generalization ability
support vectors
random sampling
network security
training data

intrusion detection
loss function
feature space
training samples
margin maximization
decision trees
kernel methods
access control
sample size
radial basis function
svm classification
feature ranking

neural network
multi class classification
maximum margin
class labels
cyber security
control scheme
support vector regression
classification method
soft margin
feature subset
multi class
feature vectors