Histogram Matrix: Log File Visualization for Anomaly Detection.
Adrian FreiMarc RennhardPublished in: ARES (2008)
Keyphrases
- anomaly detection
- log files
- visualization tools
- intrusion detection
- network intrusion detection
- website
- log data
- detecting anomalies
- web server
- web users
- anomalous behavior
- network traffic
- data analysis
- network anomaly detection
- detect anomalies
- intrusion detection system
- negative selection algorithm
- domain experts
- unsupervised learning
- one class support vector machines
- machine learning
- pairwise
- web mining
- reinforcement learning
- feature extraction
- real world
- cumulative sum