Learning Intrusion Detection: Supervised or Unsupervised?
Learning Intrusion Detection: Supervised or Unsupervised?
P. Laskov,Patrick Düssel,C. Schäfer,Konrad Rieck
2005 · DOI: 10.1007/11553595_6
International Conference on Image Analysis and Processing · 283 Citations
TLDR
This contribution develops an experimental framework for comparative analysis of unsupervised techniques into a special case of classification, for which training and model selection can be performed by means of ROC analysis.