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	<title>Comments on: Awesome Web App for Photo Forensics</title>
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	<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/</link>
	<description></description>
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	<item>
		<title>By: miklos</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4630</link>
		<dc:creator>miklos</dc:creator>
		<pubDate>Sun, 07 Feb 2010 20:14:28 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4630</guid>
		<description>Perfect! Thank you.</description>
		<content:encoded><![CDATA[<p>Perfect! Thank you.</p>
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		<title>By: Michael Zhang</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4625</link>
		<dc:creator>Michael Zhang</dc:creator>
		<pubDate>Sun, 07 Feb 2010 11:55:26 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4625</guid>
		<description>Thanks for the comment and the clarification :-)</description>
		<content:encoded><![CDATA[<p>Thanks for the comment and the clarification :-)</p>
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	<item>
		<title>By: chromoose</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4624</link>
		<dc:creator>chromoose</dc:creator>
		<pubDate>Sun, 07 Feb 2010 11:02:11 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4624</guid>
		<description>Miklos : you&#039;re exactly right - it takes your 70% quality images, and resaves them at 95%, so essentially, 67%. There is not much difference between 67% and 70%, so it won&#039;t show much.&lt;br&gt;&lt;br&gt;The way this tool can be used to check for manipulations is if there are differing error levels throughout sections in the image. If everything is pretty uniform throughout, (even if it is bright) then it&#039;s an indication that is has not been manipulated.&lt;br&gt;&lt;br&gt;I put an faq on my site if you&#039;d like further clarification: &lt;a href=&quot;http://www.errorlevelanalysis.com/faq/&quot; rel=&quot;nofollow&quot;&gt;http://www.errorlevelanalysis.com/faq/&lt;/a&gt;</description>
		<content:encoded><![CDATA[<p>Miklos : you&#39;re exactly right &#8211; it takes your 70% quality images, and resaves them at 95%, so essentially, 67%. There is not much difference between 67% and 70%, so it won&#39;t show much.</p>
<p>The way this tool can be used to check for manipulations is if there are differing error levels throughout sections in the image. If everything is pretty uniform throughout, (even if it is bright) then it&#39;s an indication that is has not been manipulated.</p>
<p>I put an faq on my site if you&#39;d like further clarification: <a href="http://www.errorlevelanalysis.com/faq/" rel="nofollow">http://www.errorlevelanalysis.com/faq/</a></p>
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		<title>By: chromoose</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4623</link>
		<dc:creator>chromoose</dc:creator>
		<pubDate>Sun, 07 Feb 2010 10:58:21 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4623</guid>
		<description>Hi there,&lt;br&gt;&lt;br&gt;I&#039;m the author of that website - in order to address some of the questions raised here, I&#039;ve put up an faq: you can see it over it &lt;a href=&quot;http://www.errorlevelanalysis.com/faq/&quot; rel=&quot;nofollow&quot;&gt;http://www.errorlevelanalysis.com/faq/&lt;/a&gt;</description>
		<content:encoded><![CDATA[<p>Hi there,</p>
<p>I&#39;m the author of that website &#8211; in order to address some of the questions raised here, I&#39;ve put up an faq: you can see it over it <a href="http://www.errorlevelanalysis.com/faq/" rel="nofollow">http://www.errorlevelanalysis.com/faq/</a></p>
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		<title>By: Happy_Tinfoil_Cat</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4622</link>
		<dc:creator>Happy_Tinfoil_Cat</dc:creator>
		<pubDate>Sun, 07 Feb 2010 09:43:47 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4622</guid>
		<description>FYI, all except the dog pic were heavily edited.  In some cases, absurdly edited.</description>
		<content:encoded><![CDATA[<p>FYI, all except the dog pic were heavily edited.  In some cases, absurdly edited.</p>
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	</item>
	<item>
		<title>By: miklos</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4608</link>
		<dc:creator>miklos</dc:creator>
		<pubDate>Sat, 06 Feb 2010 07:42:39 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4608</guid>
		<description>I usually save my shots for web, (&lt;a href=&quot;http://www.miklos.ca&quot; rel=&quot;nofollow&quot;&gt;http://www.miklos.ca&lt;/a&gt;) at about 70% to minimize filesize... So if what this process does is resaves the image at an even lower percentage, say 95%, wouldn&#039;t it just be saving 95% of 70%? My &quot;straight out of camera&quot; shots saved for web are showing huge errors. This thing is dumb :)</description>
		<content:encoded><![CDATA[<p>I usually save my shots for web, (<a href="http://www.miklos.ca" rel="nofollow">http://www.miklos.ca</a>) at about 70% to minimize filesize&#8230; So if what this process does is resaves the image at an even lower percentage, say 95%, wouldn&#39;t it just be saving 95% of 70%? My &#8220;straight out of camera&#8221; shots saved for web are showing huge errors. This thing is dumb :)</p>
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		<title>By: Jason Black</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4606</link>
		<dc:creator>Jason Black</dc:creator>
		<pubDate>Sat, 06 Feb 2010 05:43:31 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4606</guid>
		<description>Disappointing.  First link is original, totally untouched other than cropping and resizing it so I could upload:&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/c5dee29/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/c5dee29/&lt;/a&gt;&lt;br&gt;&lt;br&gt;This link is an edit I did where I artificially blurred the background and edited out the baloon&#039;s string:&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/8c2c5c5/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/8c2c5c5/&lt;/a&gt;&lt;br&gt;&lt;br&gt;The first one (the original) indicates far more editing, and the string edits don&#039;t show at all in the edited one (in fact the original shows the string as possibly being edited in!).&lt;br&gt;&lt;br&gt;Interesting idea, though.</description>
		<content:encoded><![CDATA[<p>Disappointing.  First link is original, totally untouched other than cropping and resizing it so I could upload:<br /><a href="http://errorlevelanalysis.com/permalink/c5dee29/" rel="nofollow">http://errorlevelanalysis.com/permalink/c5dee29/</a></p>
<p>This link is an edit I did where I artificially blurred the background and edited out the baloon&#39;s string:<br /><a href="http://errorlevelanalysis.com/permalink/8c2c5c5/" rel="nofollow">http://errorlevelanalysis.com/permalink/8c2c5c5/</a></p>
<p>The first one (the original) indicates far more editing, and the string edits don&#39;t show at all in the edited one (in fact the original shows the string as possibly being edited in!).</p>
<p>Interesting idea, though.</p>
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		<title>By: Michael Zhang</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4602</link>
		<dc:creator>Michael Zhang</dc:creator>
		<pubDate>Sat, 06 Feb 2010 05:16:45 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4602</guid>
		<description>This article has a couple interesting examples, though they don&#039;t deal with subtle changes:&lt;br&gt;&lt;br&gt;&lt;a href=&quot;http://www.wired.com/threatlevel/2007/08/researchers-ana/&quot; rel=&quot;nofollow&quot;&gt;http://www.wired.com/threatlevel/2007/08/resear...&lt;/a&gt;&lt;br&gt;&lt;br&gt;Here is the same image run through the app: &lt;a href=&quot;http://errorlevelanalysis.com/permalink/5dfa1d3/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/5dfa1d3/&lt;/a&gt;</description>
		<content:encoded><![CDATA[<p>This article has a couple interesting examples, though they don&#39;t deal with subtle changes:</p>
<p><a href="http://www.wired.com/threatlevel/2007/08/researchers-ana/" rel="nofollow">http://www.wired.com/threatlevel/2007/08/resear&#8230;</a></p>
<p>Here is the same image run through the app: <a href="http://errorlevelanalysis.com/permalink/5dfa1d3/" rel="nofollow">http://errorlevelanalysis.com/permalink/5dfa1d3/</a></p>
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	<item>
		<title>By: Happy_Tinfoil_Cat</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4596</link>
		<dc:creator>Happy_Tinfoil_Cat</dc:creator>
		<pubDate>Sat, 06 Feb 2010 00:17:41 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4596</guid>
		<description>I don&#039;t blame them for not taking full sized images.  I can&#039;t seem to be able to see any modifications using this.  &lt;br&gt;&lt;br&gt;Can anyone else find the maniputilated photos in this bunch?:&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/2501cee/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/2501cee/&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/d436067/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/d436067/&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/58302bf/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/58302bf/&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/dc81655/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/dc81655/&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/a5db8ec/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/a5db8ec/&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/d2d8058/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/d2d8058/&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/b9c04a7/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/b9c04a7/&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/5f09dfa/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/5f09dfa/&lt;/a&gt;</description>
		<content:encoded><![CDATA[<p>I don&#39;t blame them for not taking full sized images.  I can&#39;t seem to be able to see any modifications using this.  </p>
<p>Can anyone else find the maniputilated photos in this bunch?:<br /><a href="http://errorlevelanalysis.com/permalink/2501cee/" rel="nofollow">http://errorlevelanalysis.com/permalink/2501cee/</a><br /><a href="http://errorlevelanalysis.com/permalink/d436067/" rel="nofollow">http://errorlevelanalysis.com/permalink/d436067/</a><br /><a href="http://errorlevelanalysis.com/permalink/58302bf/" rel="nofollow">http://errorlevelanalysis.com/permalink/58302bf/</a><br /><a href="http://errorlevelanalysis.com/permalink/dc81655/" rel="nofollow">http://errorlevelanalysis.com/permalink/dc81655/</a><br /><a href="http://errorlevelanalysis.com/permalink/a5db8ec/" rel="nofollow">http://errorlevelanalysis.com/permalink/a5db8ec/</a><br /><a href="http://errorlevelanalysis.com/permalink/d2d8058/" rel="nofollow">http://errorlevelanalysis.com/permalink/d2d8058/</a><br /><a href="http://errorlevelanalysis.com/permalink/b9c04a7/" rel="nofollow">http://errorlevelanalysis.com/permalink/b9c04a7/</a><br /><a href="http://errorlevelanalysis.com/permalink/5f09dfa/" rel="nofollow">http://errorlevelanalysis.com/permalink/5f09dfa/</a></p>
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		<title>By: TomK32</title>
		<link>http://www.petapixel.com/2010/02/05/awesome-web-app-for-photo-forensics/comment-page-1/#comment-4595</link>
		<dc:creator>TomK32</dc:creator>
		<pubDate>Sat, 06 Feb 2010 00:03:44 +0000</pubDate>
		<guid isPermaLink="false">http://www.petapixel.com/?p=6118#comment-4595</guid>
		<description>Scans of analogue shots, not modified if I remember correctly&lt;br&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/86ea601/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/86ea601/&lt;/a&gt;&lt;br&gt;&lt;a href=&quot;http://errorlevelanalysis.com/permalink/2d6a20f/&quot; rel=&quot;nofollow&quot;&gt;http://errorlevelanalysis.com/permalink/2d6a20f/&lt;/a&gt;&lt;br&gt;&lt;br&gt;I guess resizing is doing it&#039;s part as well.</description>
		<content:encoded><![CDATA[<p>Scans of analogue shots, not modified if I remember correctly</p>
<p><a href="http://errorlevelanalysis.com/permalink/86ea601/" rel="nofollow">http://errorlevelanalysis.com/permalink/86ea601/</a><br /><a href="http://errorlevelanalysis.com/permalink/2d6a20f/" rel="nofollow">http://errorlevelanalysis.com/permalink/2d6a20f/</a></p>
<p>I guess resizing is doing it&#39;s part as well.</p>
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