| Document Date: 2009-04-09 08:03:22
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Company Viacom / WidgetLaboratory / FriendFeed / AT&T / Experience Project / 3M / Twitter / Google / YouTube / Facebook / DataPortability / LiveJournal / Plaxo / NebuAd / Jaiku / MySpace / MyBlogLog / Phorm / Slide Inc. / / Country United States / United Kingdom / / Event M&A / / Facility Vitaly Shmatikov The University of Texas / / IndustryTerm data-mining researchers / published data-mining research / offline networks / de-anonymization algorithm / brute-force search / advertising partners / anonymization algorithm / seed identification algorithms / re-identification algorithm / Social-network-driven advertising / real-life network / online photo-sharing site / real time / online social networks / realistic networks / online networks / government data-mining / generic re-identification algorithm / few online networks / realworld social networks / target network / auxiliary network / anonymous network / sexual-relationship network / target networks / advertising purposes / online socialnetwork operators / large auxiliary network / network / details public even in networks / deanonymization algorithm / substantial auxiliary network / realworld networks / possible seed identification algorithm / social networking / data-mining solutions / sexual networks / large online social networks / sexual network / real-world social networks / network operator / Phone-call networks / social networks / real social networks / Web-surfing habits / social network / online photographs / particular network / overall algorithm / targeted advertising / privacy-protection algorithms / friend-to-friend networking / propagation algorithm / / Organization University of Texas at Austin / New York court / S. / National Basketball Association / US Federal Reserve / European Union / / Person Saux / Arvind Narayanan / Release Ssan / Larry Page / Tom Donaghy / aggregating the anonymous network Ssan / / / Position co-founder / CEO / model / / ProgrammingLanguage V / / ProvinceOrState Texas / / SportsEvent NBA / / Technology broadband / re-identification algorithm / Av / overall algorithm / peer-to-peer / Seed identification While algorithms / de-anonymization algorithm / mobile phones / generic re-identification algorithm / Propagation The propagation algorithm / encryption / anonymization algorithm / seed identification algorithms / ISP / privacy-protection algorithms / deanonymization algorithm / one possible seed identification algorithm / /
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De-anonymizing Social Networks Arvind Narayanan and Vitaly Shmatikov The University of Texas at Austin Abstract Operators of online social networks are increasingly