Semi-supervised Learning for Unknown Malware Detection.
Igor SantosJavier NievesPablo García BringasPublished in: DCAI (2011)
Keyphrases
- semi supervised learning
- malware detection
- semi supervised
- unlabeled data
- malicious executables
- labeled data
- supervised learning
- anomaly detection
- training data
- unsupervised learning
- manifold regularization
- machine learning
- active learning
- semi supervised classification
- co training
- label propagation
- graph based semi supervised learning
- learning problems
- labeled examples
- domain adaptation
- labeled and unlabeled data
- improve the classification accuracy
- data sets
- transfer learning
- learning models
- semi supervised learning algorithms
- training examples
- metric learning
- text classification
- information extraction
- feature space
- learning algorithm
- information retrieval
- data mining