Adaptive classifier-based intrusion detection system using logistic regression and Euclidean distance on network probe vectors in resource constrained networks.
Rahul SahaGulshan KumarMritunjay Kumar RaiHye-Jin KimPublished in: Int. J. Inf. Comput. Secur. (2021)
Keyphrases
- logistic regression
- euclidean distance
- computer networks
- resource constrained
- intrusion detection system
- intrusion detection
- network traffic
- wireless sensor networks
- feature vectors
- network security
- distance measure
- resource constraints
- distributed intrusion detection
- distance function
- loss function
- anomaly detection
- sensor networks
- decision trees
- computer systems
- mahalanobis distance
- similarity measure
- support vector
- naive bayes
- data points
- dimensionality reduction
- multipath
- sensor nodes
- feature space
- neural network
- nearest neighbor
- databases
- vector space
- bayesian networks
- energy consumption
- database systems
- support vector machine
- rfid tags