Malfustection: Obfuscated Malware Detection and Malware Classification with Data Shortage by Combining Semi-Supervised and Contrastive Learning.
Mohammad Mahdi MaghouliMohamadreza FereydooniMonireh AbdoosMojtaba Vahidi-AslPublished in: CoRR (2021)
Keyphrases
- semi supervised
- supervised learning
- malware detection
- data sets
- labeled and unlabeled data
- training data
- prior knowledge
- data points
- reinforcement learning
- learning process
- learning tasks
- active learning
- support vector machine
- semi supervised classification
- support vector
- background knowledge
- malicious executables
- training samples
- unlabeled data
- labeled data
- unsupervised learning
- data mining techniques
- end users
- data sources
- pattern recognition
- decision trees
- machine learning