A few-shot meta-learning based siamese neural network using entropy features for ransomware classification.
Jinting ZhuJulian Jang-JaccardAmardeep SinghIan WelchHarith Al-SahafSeyit CamtepePublished in: Comput. Secur. (2022)
Keyphrases
- meta learning
- neural network
- feature extraction
- feature vectors
- model selection
- classification accuracy
- feature set
- feature space
- feature selection
- learning tasks
- machine learning algorithms
- decision trees
- svm classifier
- support vector machine
- machine learning
- inductive learning
- class labels
- benchmark datasets
- supervised learning
- training set
- data sets
- base classifiers
- support vector
- training data
- cost sensitive
- data mining
- support vector machine svm
- training examples
- unsupervised learning