Intrusion Detection Method Based on Fuzzy Conditional Random Fields

Provided by: Binary Information Press
Topic: Security
Format: PDF
Intrusion Detection System (IDS) is the indispensable part of every computer. With the increasing attack means, all kinds of intrusion detection methods have appeared. Compared with other intrusion detection methods, the intrusion detection methods based on Conditional Random Fields (CRFs) has better detection effect, but the problems that the accuracy is low when the training data is small and the training speed is very slow simultaneously exists. To solve these problems, this paper proposes a new intrusion detection method based on Fuzzy Conditional Random Fields (FCRFs).

Find By Topic