A Method for Out-of-Distribution Detection in Encrypted Mobile Traffic Classification.
Yuzhou TongYongming ChenBah-Hwee GweeQi CaoSirajudeen Gulam RazulZhiping LinPublished in: ISCAS (2024)
Keyphrases
- detection method
- classification method
- classification accuracy
- classification algorithm
- support vector machine svm
- machine learning methods
- pattern classification
- classification process
- significant improvement
- detection algorithm
- support vector machine
- mobile devices
- preprocessing
- pattern recognition
- false positive rate
- machine learning
- classification procedure
- density function
- accuracy rate
- cross validation
- segmentation method
- training samples
- feature space
- support vector
- feature selection
- feature set
- edge detection
- benchmark data sets
- pairwise
- classification scheme
- similarity measure