Unsupervised learning algorithms for intrusion detection.
Stefano ZaneroGiuseppe SerazziPublished in: NOMS (2008)
Keyphrases
- intrusion detection
- learning algorithm
- supervised learning
- anomaly detection
- unsupervised anomaly detection
- intrusion detection system
- network security
- network traffic
- network intrusion detection
- high detection rate
- unsupervised learning
- training data
- machine learning
- detecting anomalous
- network intrusion
- artificial immune
- information security
- data mining
- cyber security
- computer security
- semi supervised
- active learning
- security vulnerabilities
- intrusion prevention
- data mining techniques
- data sets
- information retrieval
- data processing
- alert correlation
- network traffic data
- reinforcement learning