A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring.
Marcin MichalakPiotr BiczykBlazej AdamczykMaksym BrzeczekMarek HermansaIwona KostorzLukasz WawrowskiMichal CzerwinskiPublished in: IJCRS (2023)
Keyphrases
- anomaly detection
- data model
- detect anomalies
- intrusion detection
- detecting anomalies
- database systems
- unsupervised anomaly detection
- anomalous behavior
- network intrusion detection
- network traffic
- intrusion detection system
- xml documents
- behavior analysis
- data sources
- unsupervised learning
- network anomaly detection
- detecting anomalous
- one class support vector machines
- computer security
- network security
- negative selection algorithm
- databases
- pattern recognition
- network intrusion
- abnormal events
- cloud computing
- high dimensional
- genetic algorithm