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	<title> &#187; Analysis</title>
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		<title>Automatic analysis of malware behavior</title>
		<link>http://www.megapanzer.com/2010/01/04/automatic-analysis-of-malware-behavior/</link>
		<comments>http://www.megapanzer.com/2010/01/04/automatic-analysis-of-malware-behavior/#comments</comments>
		<pubDate>Mon, 04 Jan 2010 16:40:36 +0000</pubDate>
		<dc:creator>carrumba</dc:creator>
				<category><![CDATA[Antivirus]]></category>
		<category><![CDATA[External tools]]></category>
		<category><![CDATA[Analysis]]></category>
		<category><![CDATA[malheur]]></category>
		<category><![CDATA[Malware]]></category>
		<category><![CDATA[Tool]]></category>

		<guid isPermaLink="false">http://www.megapanzer.com/?p=3321</guid>
		<description><![CDATA[I just read about the tool Malheur designed for malware analysis. It looks interesting, I don&#8217;t know what other tools like this one are out there (if you know some of them, please leave a comment) but it is worth some minutes to read through their page. After thinking some minutes about their approach using [...]]]></description>
			<content:encoded><![CDATA[<glossarycode><glossarycode><p><a href="http://www.megapanzer.com/wp-content/uploads/antivirus.jpg"><img src="http://www.megapanzer.com/wp-content/uploads/antivirus-150x150.jpg" alt="" title="antivirus" width="75" height="75" class="alignright size-thumbnail wp-image-3322" /></a>I just read about the tool <strong><a href="http://www.mlsec.org/" target="_blank">Malheur</a></strong> designed for <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a> analysis. It looks interesting, I don&#8217;t know what other tools like this one are out there (if you know some of them, please leave a comment) but it is worth some minutes to read through their page.</p>
<p>After thinking some minutes about their approach using the MIST (<a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a> instruction set) would the software still detect the malicious behaviour if instead of calling a function inside the software itself to create a new process with the according parameters. </p>
<p>instead of collecting all sensitive data and transferring it to the <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1272" title="Glossary: Dropzone" target="_blank">dropzone</a> and triggering the alarm bell separating these two functions by calling :</p>
<p><strong><a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a>.exe -collect >output.txt<br />
<a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a> -drop output.txt</strong></p>
<p>I implemented it like that inside the <a href="http://www.megapanzer.com/source-code/#skypetrojan">SkypeTrojan</a>. </p>
<blockquote><p>Malheur is a tool for automatic analysis of program behavior recorded from <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a>. It has been designed to support the regular analysis of malicious software and the development of detection and defense measures.</p>
<p>Malheur allows for identifying novel classes of <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a> with similar behavior and assigning unknown <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a> to discovered classes.</p>
<p>Malheur builds on the concept of dynamic analysis: <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">Malware</a> binaries are collected in the wild and executed in a sandbox, where their behavior is monitored during run-time. The execution of each <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a> binary results in a report of recorded behavior. Malheur analyzes these reports for discovery and discrimination of <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a> classes using machine learning techniques.</p>
<p>Malheur can be applied to recorded behavior of various format, as long as monitored events are separated by delimiter symbols, for example as in reports generated by the popular <a class="glossaryLink" href="http://www.megapanzer.com/?page_id=1210" title="Glossary: Malware" target="_blank">malware</a> sandboxes CWSandbox, Anubis, Norman Sandbox and Joebox. </p></blockquote></glossarycode></glossarycode>]]></content:encoded>
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