Modeling and detection of the multi-stages of Advanced Persistent Threats attacks based on semi-supervised learning and complex networks characteristics.
Aaron ZimbaHongsong ChenZhaoshun WangMumbi ChishimbaPublished in: Future Gener. Comput. Syst. (2020)
Keyphrases
- semi supervised learning
- complex networks
- semi supervised
- unlabeled data
- labeled data
- community detection
- supervised learning
- unsupervised learning
- network analysis
- social network analysis
- label propagation
- semi supervised classification
- manifold regularization
- machine learning
- social networks
- active learning
- transfer learning
- network structure
- training data
- scale free
- co training
- object detection
- link prediction
- real world networks
- graph based semi supervised learning
- community structure
- learning models
- semi supervised learning algorithms
- semi supervised learning methods
- small world
- functional modules
- object recognition
- structural properties
- data points
- protein interaction networks
- information theoretic concepts