Network Intrusion Classification Based on Probabilistic Neural Network

Probabilistic neural networks (PNNs) are artificial neural network algorithms widely used in pattern recognition and classification problems. In the traditional PNN algorithm, the probability density function (PDF) is approximated using the entire ...

With the development and widely used of Internet and information technology, the Web has become one of the most important means to obtain information for people. According to the web document classification and the theory of artificial neural network, a ...

With the rapid expansion of computer networks during the past decade, security has become a crucial issue

for computer systems. Different soft-computing based methods have been proposed in recent years for the

development of intrusion detection systems. ...