CNN-LSTM and Transfer Learning Models for Malware Classification based on Opcodes and API Calls.
Ahmed BensaoudJugal KalitaPublished in: CoRR (2024)
Keyphrases
- learning models
- classification models
- malware detection
- machine learning
- machine learning algorithms
- learning tasks
- decision trees
- learning algorithm
- learning problems
- classification accuracy
- image classification
- feature selection
- supervised learning
- semi supervised learning
- loss function
- feature extraction
- static analysis
- conditional random fields
- text classification
- support vector
- support vector machine svm
- model selection
- transfer learning
- feature vectors
- training set
- object recognition
- data mining