Towards Seamless Tracking-Free Web: Improved Detection of Trackers via One-class Learning

Towards Seamless Tracking-Free Web: Improved Detection of Trackers via One-class Learning

Numerous tools have been developed to aggressively block the execution of popular JavaScript programs in Web browsers. Such blocking also affects functionality of webpages and impairs user experience. As a consequence, many privacy preserving tools that have been developed to limit online tracking,...

Full description

Bibliographic Details
Main Authors: Ikram Muhammad, Asghar Hassan Jameel, Kaafar Mohamed Ali, Mahanti Anirban, Krishnamurthy Balachandar
Format: Article
Language:English
Published: Sciendo 2017-01-01
Series:Proceedings on Privacy Enhancing Technologies
Subjects:
machine learning
one class svm
pulearning
measurements
javascripts
tracking
privacy
usability
security
Online Access:https://doi.org/10.1515/popets-2017-0006

Internet

https://doi.org/10.1515/popets-2017-0006

Similar Items