Malware Traffic Classification: Evaluation of Algorithms and an Automated Ground-truth Generation Pipeline.
Syed Muhammad Kumail RazaJuan CaballeroPublished in: CoRR (2020)
Keyphrases
- ground truth
- classification algorithm
- benchmark datasets
- machine learning
- automated classification
- ground truth data
- machine learning algorithms
- pattern recognition
- evaluation methods
- optimization problems
- text classification
- support vector machine
- support vector
- worst case
- quantitative evaluation
- high quality
- gold standard
- machine learning methods
- data structure
- data mining
- learning algorithm
- classification models
- pattern classification
- decision trees
- computationally efficient
- classification accuracy
- computational cost
- significant improvement