POSTER: (Semi)-Supervised Machine Learning Approaches for Network Security in High-Dimensional Network Data.
Pedro CasasAlessandro D'AlconzoGiuseppe SettanniPierdomenico FiadinoFlorian SkopikPublished in: CCS (2016)
Keyphrases
- machine learning approaches
- network security
- semi supervised
- high dimensional
- intrusion detection
- machine learning methods
- machine learning
- intrusion detection system
- traffic analysis
- computer networks
- machine learning algorithms
- semi supervised learning
- network traffic
- information security
- supervised learning
- dos attacks
- active learning
- security policies
- risk assessment
- anomaly detection
- high dimensional data
- security protection
- similarity search
- labeled data
- unsupervised learning
- dimensionality reduction
- nearest neighbor
- pairwise
- data points
- packet filtering
- data mining methods
- feature space
- decision trees
- network administrators
- security breaches
- denial of service
- learning algorithm