Steps Towards Autonomous Network Security: Unsupervised Detection of Network Attacks.
Pedro CasasJohan MazelPhilippe OwezarskiPublished in: NTMS (2011)
Keyphrases
- network attacks
- network security
- intrusion detection
- intrusion detection system
- dos attacks
- network intrusion detection
- anomaly detection
- computer networks
- traffic analysis
- network traffic
- risk assessment
- security breaches
- information security
- anti phishing
- computer security
- unsupervised learning
- dimensionality reduction
- supervised learning
- semi supervised
- information systems
- machine learning
- security protection
- data mining
- outlier detection
- electronic commerce
- expectation maximization
- feature space
- data analysis
- situation assessment
- network administrators