Novel HTTPS classifier driven by packet bursts, flows, and machine learning.
Zdena TropkováKarel HynekTomás CejkaPublished in: CNSM (2021)
Keyphrases
- machine learning
- decision trees
- feature selection
- support vector machine
- learning algorithm
- training data
- machine learning algorithms
- learning classifier systems
- classification process
- pattern recognition
- classification algorithm
- training examples
- information extraction
- cost sensitive learning
- machine learning methods
- supervised classification
- linear classifiers
- model selection
- class labels
- data mining
- training samples
- artificial intelligence
- feature space
- semi supervised learning
- loss probability
- classifier combination
- support vector
- classification scheme
- packet loss
- learning problems
- training set
- supervised learning
- data driven
- cost sensitive
- learning tasks
- end to end
- classification accuracy
- reinforcement learning
- svm classifier
- data sets
- multiple classifier systems