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	<title>Comments on: De-anonymizing Social Networks</title>
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	<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/</link>
	<description>The End of Anonymous Data</description>
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		<title>By: Anonymous Data? &#171; Virtual Shadows</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-974</link>
		<dc:creator>Anonymous Data? &#171; Virtual Shadows</dc:creator>
		<pubDate>Mon, 25 Jan 2010 09:22:40 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-974</guid>
		<description>[...] logs of over a half million of their users (here) and in 2009 by researchers in social networks (here). Stripping personal identifiable information such as usernames from data sets is an insufficient [...]</description>
		<content:encoded><![CDATA[<p>[...] logs of over a half million of their users (here) and in 2009 by researchers in social networks (here). Stripping personal identifiable information such as usernames from data sets is an insufficient [...]</p>
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		<title>By: Livejournal done right: the case for a social network with built-in privacy &#171; 33 Bits of Entropy</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-658</link>
		<dc:creator>Livejournal done right: the case for a social network with built-in privacy &#171; 33 Bits of Entropy</dc:creator>
		<pubDate>Wed, 09 Sep 2009 11:52:17 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-658</guid>
		<description>[...] on my work on de-anonymizing social networks with Shmatikov, and other research such as Bonneau &amp; Preibusch&#8217;s survey of the dismal [...]</description>
		<content:encoded><![CDATA[<p>[...] on my work on de-anonymizing social networks with Shmatikov, and other research such as Bonneau &amp; Preibusch&#8217;s survey of the dismal [...]</p>
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	<item>
		<title>By: Graduation and plans &#171; 33 Bits of Entropy</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-381</link>
		<dc:creator>Graduation and plans &#171; 33 Bits of Entropy</dc:creator>
		<pubDate>Wed, 20 May 2009 06:36:18 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-381</guid>
		<description>[...] presented the social network de-anonymization paper at the S&amp;P conference today at Oakland. Email me for the [...]</description>
		<content:encoded><![CDATA[<p>[...] presented the social network de-anonymization paper at the S&amp;P conference today at Oakland. Email me for the [...]</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: Your Morning Commute is Unique: On the Anonymity of Home/Work Location Pairs &#171; 33 Bits of Entropy</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-337</link>
		<dc:creator>Your Morning Commute is Unique: On the Anonymity of Home/Work Location Pairs &#171; 33 Bits of Entropy</dc:creator>
		<pubDate>Wed, 13 May 2009 06:42:33 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-337</guid>
		<description>[...] trail of the user/vehicle unknown even to the service provider &#8212; unlike in the context of social networks, people often don&#8217;t even trust the service provider. There are several papers on anonymizing [...]</description>
		<content:encoded><![CDATA[<p>[...] trail of the user/vehicle unknown even to the service provider &#8212; unlike in the context of social networks, people often don&#8217;t even trust the service provider. There are several papers on anonymizing [...]</p>
]]></content:encoded>
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	<item>
		<title>By: Socal Networks in the News</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-223</link>
		<dc:creator>Socal Networks in the News</dc:creator>
		<pubDate>Mon, 30 Mar 2009 15:56:44 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-223</guid>
		<description>[...] De-anonymizing Social Networks - Arvind Narayanan &amp; Vitaly Shmatikov  (http://33bits.org/2009/03/19/de-anonymizing-social-networks/) [...]</description>
		<content:encoded><![CDATA[<p>[...] De-anonymizing Social Networks &#8211; Arvind Narayanan &amp; Vitaly Shmatikov  (<a href="http://33bits.org/2009/03/19/de-anonymizing-social-networks/" rel="nofollow">http://33bits.org/2009/03/19/de-anonymizing-social-networks/</a>) [...]</p>
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	</item>
	<item>
		<title>By: Privacy Value Networks &#187; Blog Archive &#187; The limits of anonymisation</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-220</link>
		<dc:creator>Privacy Value Networks &#187; Blog Archive &#187; The limits of anonymisation</dc:creator>
		<pubDate>Mon, 30 Mar 2009 14:38:46 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-220</guid>
		<description>[...] Narayanan and Dr Vitaly Shmatikov (University of Texas at Austin) have a fascinating new paper on the impact of social networks on the anonymisation of personal data (thanks, Mo!): Operators of [...]</description>
		<content:encoded><![CDATA[<p>[...] Narayanan and Dr Vitaly Shmatikov (University of Texas at Austin) have a fascinating new paper on the impact of social networks on the anonymisation of personal data (thanks, Mo!): Operators of [...]</p>
]]></content:encoded>
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	<item>
		<title>By: Anonymity and studies of social networks &#124; Population of One</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-219</link>
		<dc:creator>Anonymity and studies of social networks &#124; Population of One</dc:creator>
		<pubDate>Mon, 30 Mar 2009 14:35:37 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-219</guid>
		<description>[...] They&#8217;re actually looking at something that is an issue that is a lot more delicate: are anonymised data from social networks truly anonymous? Operators of online social networks are increasingly sharing potentially sensitive information [...]</description>
		<content:encoded><![CDATA[<p>[...] They&#8217;re actually looking at something that is an issue that is a lot more delicate: are anonymised data from social networks truly anonymous? Operators of online social networks are increasingly sharing potentially sensitive information [...]</p>
]]></content:encoded>
	</item>
	<item>
		<title>By: staycek</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-218</link>
		<dc:creator>staycek</dc:creator>
		<pubDate>Mon, 30 Mar 2009 12:47:37 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-218</guid>
		<description>I enjoyed your paper, I&#039;m grateful for your research, and I think it is important to raise awareness that anonymity /= privacy; however I personally do not find this shocking nor do I perceive any personal threat.  

I realize the threats you cited are all plausible scenarios for large-scale attacks, but I fail to see the personal threat.  If my birthday, gender or relationship status were accidentally shared with strangers, I would not care in the slightest.  If it was truly personal, I would never have published it on Facebook, even if I trusted their &lt;i&gt; privacy policy&lt;/i&gt;.</description>
		<content:encoded><![CDATA[<p>I enjoyed your paper, I&#8217;m grateful for your research, and I think it is important to raise awareness that anonymity /= privacy; however I personally do not find this shocking nor do I perceive any personal threat.  </p>
<p>I realize the threats you cited are all plausible scenarios for large-scale attacks, but I fail to see the personal threat.  If my birthday, gender or relationship status were accidentally shared with strangers, I would not care in the slightest.  If it was truly personal, I would never have published it on Facebook, even if I trusted their <i> privacy policy</i>.</p>
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	<item>
		<title>By: Games &#187; Blog Archive &#187; New Study Shows Anonymous Data Isn&#8217;t Very Anonymous At All</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-217</link>
		<dc:creator>Games &#187; Blog Archive &#187; New Study Shows Anonymous Data Isn&#8217;t Very Anonymous At All</dc:creator>
		<pubDate>Mon, 30 Mar 2009 01:36:59 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-217</guid>
		<description>[...] person. It looks like there&#8217;s now some research to support that. Steven Hoy points us to a new paper where some researchers wrote an algorithm that takes anonymized data from social networks and [...]</description>
		<content:encoded><![CDATA[<p>[...] person. It looks like there&#8217;s now some research to support that. Steven Hoy points us to a new paper where some researchers wrote an algorithm that takes anonymized data from social networks and [...]</p>
]]></content:encoded>
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	<item>
		<title>By: Nowinki &#187; New Study Shows Anonymous Data Isn&#8217;t Very Anonymous At All</title>
		<link>http://33bits.org/2009/03/19/de-anonymizing-social-networks/#comment-214</link>
		<dc:creator>Nowinki &#187; New Study Shows Anonymous Data Isn&#8217;t Very Anonymous At All</dc:creator>
		<pubDate>Fri, 27 Mar 2009 22:28:21 +0000</pubDate>
		<guid isPermaLink="false">http://33bits.org/?p=161#comment-214</guid>
		<description>[...] a real person. It looks like there&#039;s now some research to support that. Steven Hoy points us to a new paper where some researchers wrote an algorithm that takes anonymized data from social networks and [...]</description>
		<content:encoded><![CDATA[<p>[...] a real person. It looks like there&#8217;s now some research to support that. Steven Hoy points us to a new paper where some researchers wrote an algorithm that takes anonymized data from social networks and [...]</p>
]]></content:encoded>
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