Combining raw data and engineered features for optimizing encrypted and compressed internet of things traffic classification.
Mariam M. SalehMuhanned AlSlaimanMohammed I. SalmanBin WangPublished in: Comput. Secur. (2023)
Keyphrases
- training set
- raw data
- classification accuracy
- svm classifier
- feature space
- classification algorithm
- class labels
- decision trees
- training data
- support vector machine
- feature set
- supervised learning
- compressed data
- feature vectors
- feature subset
- feature extraction
- classification method
- original data
- classification models
- benchmark datasets
- textual data
- clinical data
- classification process
- high dimensionality
- false positives
- multi class
- extracting features
- machine learning
- multiple classifier systems
- feature representation
- extracted features
- image features
- mobile devices
- feature selection