MalSSL - Self-Supervised Learning for Accurate and Label-Efficient Malware Classification.
Setia Juli Irzal Ismail HendrawanBudi RahardjoTutun JuhanaYasuo MusashiPublished in: IEEE Access (2024)
Keyphrases
- unsupervised learning
- learning algorithm
- supervised learning
- pattern recognition
- classification algorithm
- learning process
- online learning
- text classification
- support vector machine
- prior knowledge
- incremental learning
- instance based learning
- decision trees
- multi label learning
- class labels
- model selection
- data sets
- label ranking
- machine learning
- pattern classification
- feature selection
- structured output
- feature extraction
- learning phase
- inductive inference
- reverse engineering
- reinforcement learning
- image classification
- learning tasks
- feature vectors
- decision rules
- active learning
- learning systems
- support vector machine svm
- classification accuracy