Article ID: | iaor20062677 |
Country: | United Kingdom |
Volume: | 32 |
Issue: | 10 |
Start Page Number: | 2617 |
End Page Number: | 2634 |
Publication Date: | Oct 2005 |
Journal: | Computers and Operations Research |
Authors: | Chen Wun-Hwa, Hsu Sheng-Hsun, Shen Hwang-Pin |
Keywords: | computers: information, neural networks, statistics: general |
The popularization of shared networks and Internet usage demands increases attention on information system security, particularly on intrusion detection. Two data mining methodologies – Artificial Neural Networks (ANNs) and Support Vector Machine (SVM) and two encoding methods – simple frequency-based scheme and