Anomaly Detection in Security Logs using Sequence Modeling.
Simon GökstorpJakob NybergYeongwoo KimPontus JohnsonGyörgy DánPublished in: NOMS (2024)
Keyphrases
- anomaly detection
- intrusion detection
- computer security
- network security
- intrusion detection system
- network traffic
- malware detection
- anomalous behavior
- network intrusion detection
- detecting anomalies
- data assimilation
- network anomaly detection
- unsupervised anomaly detection
- detecting anomalous
- information security
- intrusion prevention
- detect anomalies
- behavior analysis
- one class support vector machines
- negative selection algorithm
- network intrusion
- principal component analysis
- genetic algorithm
- security issues
- clustering algorithm
- misuse detection
- machine learning