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Cost-Sensitive Approach to Improve the HTTP Traffic Detection Performance on Imbalanced Data.
Wenmin Li
Sanqi Sun
Shuo Zhang
Hua Zhang
Yijie Shi
Published in:
Secur. Commun. Networks (2021)
Keyphrases
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naive bayes
cost sensitive
class distribution
imbalanced data
class imbalance
misclassification costs
classification accuracy
cost sensitive learning
binary classification
training data
cost sensitive boosting
minority class
ensemble methods
supervised learning
multi class
support vector machine
similarity measure