Comparative Analysis of Anomaly Detection Approaches in Firewall Logs: Integrating Light-Weight Synthesis of Security Logs and Artificially Generated Attack Detection.
Adrian KomadinaIvan KovacevicBruno StenglStjepan GrosPublished in: Sensors (2024)
Keyphrases
- anomaly detection
- intrusion detection
- intrusion detection system
- comparative analysis
- lightweight
- attack detection
- network security
- artificially generated
- computer security
- network traffic
- network intrusion detection
- computer networks
- one class support vector machines
- information security
- cyber attacks
- cyber security
- detecting anomalies
- dos attacks
- anomalous behavior
- misuse detection
- detect anomalies
- active learning
- security issues
- security policies
- access control
- data mining techniques
- alert correlation
- computer systems
- maximum likelihood
- control system
- information systems