Anomaly Detection in the Cloud: Detecting Security Incidents via Machine Learning.
Matthias GanderMichael FeldererBasel KattAdrian TolbaruRuth BreuAlessandro MoschittiPublished in: EternalS@ECAI (2012)
Keyphrases
- anomaly detection
- intrusion detection
- detecting anomalies
- machine learning
- computer security
- network security
- detecting anomalous
- intrusion detection system
- misuse detection
- network anomaly detection
- detect anomalies
- malware detection
- high dimensional data streams
- network intrusion detection
- information security
- anomalous behavior
- network traffic
- unsupervised learning
- cloud computing
- unsupervised anomaly detection
- malicious activities
- data mining
- intrusion prevention
- pattern recognition
- behavior analysis
- information extraction
- learning algorithm
- data analysis
- security issues
- one class support vector machines
- decision trees
- negative selection algorithm
- feature selection
- knowledge discovery
- active learning
- object recognition
- cumulative sum
- supervised learning
- text mining