Topological Data Analysis for Anomaly Detection in Host-Based Logs.
Thomas DaviesPublished in: CoRR (2022)
Keyphrases
- anomaly detection
- data analysis
- intrusion detection
- clustering analysis
- anomalous behavior
- network intrusion detection
- detecting anomalous
- data mining
- unsupervised anomaly detection
- data processing
- detecting anomalies
- network traffic
- behavior analysis
- detect anomalies
- network security
- knowledge discovery
- network anomaly detection
- intrusion detection system
- text mining
- data warehouse
- computer security
- data mining algorithms
- negative selection algorithm
- data mining applications
- pattern discovery
- unsupervised learning
- one class support vector machines
- learning algorithm
- data sets