RePriv is a browser-based technology that allows for Web personalization, while controlling the release of private information within the browser. We demonstrate how to perform mining of core user interests within a browser. We propose a protocol on top of HTTP that can be used to seamlessly integrate RePriv with existing Web infrastructure and also show how pluggable miners can be used to extract more detailed information and how to check these third-party miners for privacy leaks.
We show that RePriv's default in-browser mining can be done with no noticeable overhead to normal browsing, and that the results it produces converge quickly. We then go on to show similar results for each of our case studies: that RePriv enables high-quality personalization, and that the performance impact each case has on the browser is minimal. We conclude that personalized content and individual privacy on the Web are not mutually exclusive.
- Matthew Fredrikson and Ben Livshits, RePriv: Re-Envisioning In-Browser Privacy, in Proceedings of the IEEE Symposium on Security and Privacy, IEEE Computer Society, 23 May 2011
- Arjun Guha, Matthew Fredrikson, Benjamin Livshits, and Nikhil Swamy, Verified Security for Browser Extensions, in Proceedings of the IEEE Symposium on Security and Privacy (Oakland), IEEE, 22 May 2011