ABSTRACT
In this paper, we examine web user tracking capabilities of the three major global Online Social Networks (OSNs). We study the mechanisms which enable these services to persistently and accurately follow users web activity, and evaluate to which extent this phenomena is spread across the web. Through a study of the top 10K websites, our findings indicate that OSN tracking is diffused among almost all website categories, independently from the content and from the audience. We also evaluate the tracking capabilities in practice and demonstrate by analyzing a real traffic traces that OSNs can reconstruct a significant portion of users web profile and browsing history. We finally provide insights into the relation between the browsing history characteristics and the OSN tracking potential, highlighting the high risk properties.
- Alerts users about the web bugs, ad networks and widgets on visited web pages. www.ghostery.com.Google Scholar
- Facebook Sets Historic IPO. online.wsj.com/article/SB10001424052970204879004577110780078310366.html.Google Scholar
- Method and system for web user profiling and selective content delivery. http://www.google.com/patents/US8108245.Google Scholar
- TrustedSource - Customer URL Ticketing System. www.trustedsource.org/en/feedback/url.Google Scholar
- S. M. Bae, S. H. Ha, and S. C. Park. Fuzzy web ad selector based on web usage mining. IEEE Intelligent Systems, 18:62--69, 2003. Google ScholarDigital Library
- L. Humphreys, P. Gill, and B. Krishnamurthy. Privacy on twitter: How much is too much? privacy issues on twitter. the annual meeting of the International Communication Association, 2010.Google Scholar
- B. Krishnamurthy, K. Naryshkin, and C. E. Wills. Privacy leakage vs. protection measures: the growing disconnect. In Web 2.0 Security and Privacy Workshop, 2011.Google Scholar
- B. Krishnamurthy and C.Wills. Privacy diffusion on the web: a longitudinal perspective. In WWW '09: Proceedings of the 18th international conference on World wide web. ACM, 2009. Google ScholarDigital Library
- B. Krishnamurthy and C. E. Wills. Privacy leakage in mobile online social networks. In Proceedings of the 3rd conference on Online social networks, WOSN'10, 2010. Google ScholarDigital Library
- Y. Liu, K. P. Gummadi, B. Krishnamurthy, and A. Mislove. Analyzing Facebook privacy settings: User expectations vs. reality. In Proceedings of the 11th ACM/USENIX Internet Measurement Conference (IMC'11), Berlin, Germany, November 2011. Google ScholarDigital Library
- A. Roosendaal. Facebook Tracks and Traces Everyone: Like This! SSRN eLibrary, 2010.Google Scholar
- T.-F. Yen, Y. Xie, F. Yu, R. P. Yu, and M. Abadi. Host fingerprinting and tracking on the web: Privacy and security implications. In Proceedings of the 19th Annual Network & Distributed System Security Symposium (NDSS), Feb. 2012.Google Scholar
Index Terms
Big friend is watching you: analyzing online social networks tracking capabilities
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