AECID: A Self-learning Anomaly Detection Approach based on Light-weight Log Parser Models.
Markus WurzenbergerFlorian SkopikGiuseppe SettanniRoman FiedlerPublished in: ICISSP (2018)
Keyphrases
- anomaly detection
- lightweight
- intrusion detection
- anomalous behavior
- one class support vector machines
- network traffic
- network intrusion detection
- behavior analysis
- detecting anomalies
- network security
- network anomaly detection
- probabilistic model
- detecting anomalous
- natural language
- model selection
- connectionist systems
- intrusion detection system
- unsupervised anomaly detection
- negative selection algorithm
- data mining
- data assimilation
- network intrusion
- malware detection
- computer security
- maximum likelihood
- semi supervised
- bayesian networks
- decision trees