A Global Intrusion Detection System using PcapSockS Sniffer and Multilayer Perceptron Classifier.
Azidine GuezzazAhmed AsimiYounes AsimiZakariae TbatouYassine SadqiPublished in: Int. J. Netw. Secur. (2019)
Keyphrases
- multilayer perceptron
- intrusion detection system
- intrusion detection
- input vectors
- neural network
- network security
- back propagation
- artificial neural networks
- anomaly detection
- distributed intrusion detection
- radial basis function
- network intrusion detection
- input vector
- computer networks
- hidden layer
- network traffic
- neural network model
- probabilistic neural networks
- training data
- modular neural network
- support vector machine
- feature selection
- support vector
- attack detection
- decision trees
- activation function
- learning algorithm
- computer systems
- network attacks
- machine learning
- genetic algorithm
- pattern recognition
- semi supervised