Detecting Novel Network Intrusions Using Bayes Estimators

作者：Daniel Barbará, Ningning Wu, Sushil Jajodia · 年份：2001 · DOI：10.1137/1.9781611972719.28 · 被引用次数：291 · 研究领域：Network Security and Intrusion Detection、Data Mining Algorithms and Applications、Anomaly Detection Techniques and Applications

1 Introduction From the first appearance of network attacks, the internet worm, to the most recent one in which the servers of several famous e-business companies were paralyzed for several hours, causing huge financial losses, network-based attacks have been increasing in frequency and severity. As a powerful weapon to protect networks, intrusion detection has been gaining a lot of attention.