IABA: An improved PNN Algorithm for anomaly detection in network security management
Wu Liu, Haixin Duan, Ping Ren, Jianping Wu · 2010 Sixth International Conference on Natural Computation · 2010
Anomaly Detection is very difficult in network security management. In this paper, we consider anomaly detection using an improved probabilistic neural networks. We first introduce a Basic Adaptive Boost Algorithm (BABA) and analysis its drawbacks and then introduce an Improved Adaptive Boost Algorithm (IABA) to classify the detected event as normal or intrusive.