Enhanced Malicious Traffic Detection in Encrypted Communication Using TLS Features and a Multi-class Classifier Ensemble.
Cheemaladinne KondaiahAlwyn Roshan PaisRouthu Srinivasa RaoPublished in: J. Netw. Syst. Manag. (2024)
Keyphrases
- multi class
- classifier ensemble
- object detection
- base classifiers
- support vector machine
- feature set
- pairwise
- feature vectors
- co occurrence
- feature selection
- cost sensitive
- data sets
- svm classifier
- detection mechanism
- feature subset
- random forest
- dimensionality reduction
- conditional random fields
- benchmark datasets
- feature space
- learning algorithm