Malware Classification Using Simhash Encoding and PCA (MCSP).
Young Man KwonJae-Ju AnMyung-Jae LimSeongsoo ChoWon-Mo GalPublished in: Symmetry (2020)
Keyphrases
- principal component analysis
- feature extraction
- classification method
- pattern classification
- classification scheme
- classification accuracy
- principal components analysis
- feature space
- classification algorithm
- feature vectors
- classification rules
- automatic classification
- preprocessing
- machine learning
- dimension reduction
- unsupervised learning
- dimensionality reduction
- principle component analysis
- decision trees
- support vector machine
- image classification
- classification models
- training samples
- face recognition
- nearest neighbor classifier
- support vector
- feature reduction
- neural network
- class labels
- high dimensional data
- support vector machine svm
- text classification
- image compression
- face images
- supervised learning
- training data
- feature selection
- learning algorithm