Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection.
Carsten ElfersMirko HorstmannKarsten SohrOtthein HerzogPublished in: IDEAL (2010)
Keyphrases
- intrusion detection
- intrusion detection system
- anomaly detection
- network security
- network intrusion detection
- network traffic
- artificial immune
- network intrusion
- high detection rate
- detecting anomalous
- computer security
- false positives and false negatives
- computer networks
- principal component analysis
- data warehouse
- semi supervised
- data model
- data analysis
- data streams
- feature selection
- data mining