Beyond the Request: Harnessing HTTP Response Headers for Cross-Browser Web Tracker Classification in an Imbalanced Setting.
Wolf RiederPhilip RaschkeThomas CoryPublished in: CoRR (2024)
Keyphrases
- website
- web applications
- web pages
- classification accuracy
- feature vectors
- feature extraction
- pattern recognition
- image classification
- image sequences
- support vector machine svm
- mean shift
- classification method
- feature space
- class imbalance
- web browser
- classification models
- imbalanced data
- classification algorithm
- imbalanced datasets
- text classification
- training samples
- particle filter
- feature selection
- supervised learning
- support vector machine
- support vector
- web documents
- decision trees
- open source
- active learning
- collective intelligence
- imbalanced data sets