CNN-LSTM and transfer learning models for malware classification based on opcodes and API calls.
Ahmed BensaoudJugal KalitaPublished in: Knowl. Based Syst. (2024)
Keyphrases
- learning models
- classification models
- malware detection
- machine learning
- machine learning algorithms
- learning algorithm
- feature vectors
- feature extraction
- semi supervised learning
- classification accuracy
- support vector machine
- unsupervised learning
- decision trees
- feature space
- learning tasks
- feature set
- image classification
- anomaly detection
- support vector machine svm
- text classification
- transfer learning
- training set
- higher order
- supervised learning
- knowledge discovery
- hidden markov models
- active learning