Analyzing Learning-based Encrypted Malware Traffic Classification with AutoML.
Didier Frank IsingizweMeng WangWenmao LiuDongsheng WangTiejun WuJun LiPublished in: ICCT (2021)
Keyphrases
- supervised learning
- machine learning
- unsupervised learning
- learning phase
- learning process
- pattern recognition
- statistical learning
- incremental learning
- classification accuracy
- learning problems
- learning systems
- training process
- decision rules
- benchmark datasets
- knowledge acquisition
- learning algorithm
- active learning
- multi task
- structured output
- discriminative learning
- bayesian methods
- classification scheme
- automatic classification
- reinforcement learning
- feature vectors
- operating system
- image classification
- learning tasks
- network traffic
- classification method
- real time