TESSERACT: Eliminating Experimental Bias in Malware Classification across Space and Time (Extended Version).
Zeliang KanShae McFaddenDaniel ArpFeargus PendleburyRoberto JordaneyJohannes KinderFabio PierazziLorenzo CavallaroPublished in: CoRR (2024)
Keyphrases
- preprocessing
- classification accuracy
- document classification
- classification method
- image classification
- neural network
- classification systems
- machine learning methods
- experimental data
- model selection
- support vector machine
- feature vectors
- feature space
- data sets
- data mining
- machine learning
- feature selection
- decision trees
- pattern recognition
- search space
- text classification
- feature extraction
- text categorization
- support vector machine svm
- machine learning algorithms
- space time
- support vector
- supervised learning
- multi class
- classification rules
- classification models
- classification rate