Device fingerprinting for augmenting web authentication: classification and analysis of methods.
Furkan AlacaPaul C. van OorschotPublished in: ACSAC (2016)
Keyphrases
- machine learning methods
- preprocessing
- classification systems
- benchmark datasets
- classification accuracy
- decision trees
- classification method
- text classification
- robust classification
- pattern recognition
- website
- machine learning algorithms
- cross validation
- web content
- support vector machine
- supervised learning
- web applications
- feature vectors
- data analysis
- web mining
- pattern classification
- feature selection
- terms of classification accuracy
- machine learning