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	<title>Jens-Fabian Goetzmann &#187; Watermarking</title>
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	<description>Thoughts on (Web) Development, Software Architecture and Other Stuff</description>
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		<title>A Distributed Architecture for the MediaSearch Framework</title>
		<link>http://www.jefago.com/2009/09/a-distributed-architecture-for-the-mediasearch-framework/</link>
		<comments>http://www.jefago.com/2009/09/a-distributed-architecture-for-the-mediasearch-framework/#comments</comments>
		<pubDate>Tue, 01 Sep 2009 11:27:53 +0000</pubDate>
		<dc:creator>Jens-Fabian Goetzmann</dc:creator>
				<category><![CDATA[Academia]]></category>
		<category><![CDATA[Fraunhofer SIT]]></category>
		<category><![CDATA[Master's Thesis]]></category>
		<category><![CDATA[MediaSearch Framework]]></category>
		<category><![CDATA[Watermarking]]></category>

		<guid isPermaLink="false">http://www.jefago.com/?p=38</guid>
		<description><![CDATA[A few weeks ago, I handed in my master&#8217;s thesis with the title &#8220;A Distributed Architecture for the MediaSearch Framework&#8221; after almost six months of work. Here is an abstract of the thesis: The Fraunhofer SIT MediaSearch Framework is a loosely coupled, event based software system that searches internet platforms such as BitTorrent, Rapidshare or [...]]]></description>
			<content:encoded><![CDATA[<p>A few weeks ago, I handed in my master&#8217;s thesis with the title &#8220;A Distributed Architecture for the MediaSearch Framework&#8221; after almost six months of work. Here is an abstract of the thesis:</p>
<blockquote><p>The <em>Fraunhofer <abbr title="Secure Information Technology">SIT</abbr> MediaSearch Framework</em> is a loosely coupled, event based software system that searches internet platforms such as BitTorrent, Rapidshare or YouTube for media that match specified search criteria, downloads them and examines them for the presence of digital watermarks. Since the amount of media available on the internet is huge, the system is required to be scalable so that large amounts of data can be processed simultaneously.<span id="more-38"></span></p>
<p>The scalability of the MediaSearch Framework faces several possible impediments that we will examine in this thesis. Especially noteworthy are the requirements of high network bandwidth for downloads and large computing resources for the retrieval of watermarks. The required scalability might be achieved by distributing the execution of the system to multiple machines to utilize their aggregate bandwidth and computing power.</p>
<p>In this thesis, we examine possible distributed architectures and their implications on the Framework and its scalability. We also discuss impacts on the reliability of the system as a whole and countermeasures against failures of parts of the system. Finally, we propose an implementation of a distributed architecture for the MediaSearch Framework, evaluate its benefits and shortcomings, and show that it is a feasible operation platform for complementing passive copyright protection using digital watermarks with an active search component.</p></blockquote>
<p>If you wish to receive a full electronic copy of my master&#8217;s thesis, please feel free to <a href="http://www.jefago.com/impress-contact/" target="_self">contact me</a> via e-mail.</p>
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		<item>
		<title>Information Hiding 2009 – Review</title>
		<link>http://www.jefago.com/2009/06/information-hiding-2009-%e2%80%93-review/</link>
		<comments>http://www.jefago.com/2009/06/information-hiding-2009-%e2%80%93-review/#comments</comments>
		<pubDate>Sat, 13 Jun 2009 11:06:50 +0000</pubDate>
		<dc:creator>Jens-Fabian Goetzmann</dc:creator>
				<category><![CDATA[Miscellaneous]]></category>
		<category><![CDATA[Conference]]></category>
		<category><![CDATA[Information Hiding]]></category>
		<category><![CDATA[Watermarking]]></category>

		<guid isPermaLink="false">http://www.jefago.com/?p=25</guid>
		<description><![CDATA[Like I mentioned in my last blog post, I had the possibility to attend the international conference &#8220;Information Hiding 09&#8243; last week. I had quite a good time and learned a lot, even though some talks were a bit too sophisticated in their special field for me to follow – especially the hardware security related [...]]]></description>
			<content:encoded><![CDATA[<p>Like I mentioned in my last blog post, I had the possibility to attend the international conference <a title="Information Hiding 09 Conference Site" href="http://www.ih09.tu-darmstadt.de/" target="_blank">&#8220;Information Hiding 09&#8243;</a> last week. I had quite a good time and learned a lot, even though some talks were a bit too sophisticated in their special field for me to follow – especially the hardware security related ones by <a title="Miodrag Potkonjak's home page at UCLA" href="http://www.cs.ucla.edu/~miodrag/" target="_blank">Miodrag Potkonjak</a>.</p>
<p><span id="more-25"></span>For my interest and somewhat deeper knowledge in watermarking especially of audio content, I found the following talks very enlightening (in order of the conference):</p>
<ul>
<li><em>Supraliminal Audio Steganography</em> by <a title="Heather Crawford's home page at University of Calgary" href="http://pages.cpsc.ucalgary.ca/~crawforh/" target="_blank">Heather Crawford</a> and <a href="http://pages.cpsc.ucalgary.ca/~aycock/" target="_blank">John Aycock</a>: Although their approach to audibly hide information in audio files using sounds from the domain resp. genre of the audio content itself is far from being perfect at the moment, it seems to be a promising approach for steganography at the semantic level that could prove quite difficult for conventional steganography to detect.</li>
<li><em>An Epistemological Approach to Steganography</em> by <a title="Rainer Böhme's (German) home page at Technische Universität Dresden, Germany" href="http://www.inf.tu-dresden.de/index.php?node_id=489&amp;ln=de" target="_blank">Rainer Böhme</a>: A very illustrative discussion of the empirical nature of steganography (and also other disciplines of information hiding) and the need for a separation between models of the steganographic channels and the steganographic algorithms themselves.</li>
<li><em>A Phase Modulation Audio Watermarking Technique</em> by <a title="Home page of the authors' employer, Thomson Corporate Research in Hannover, Germany" href="http://www.thomson.net/GlobalEnglish/Discover/Research_Centers/hanover/Pages/default.aspx" target="_blank">Michael Arnold, Peter G. Baum, and Walter Voeßling</a>: Using a watermarking method modulating phase information in the Fourier Domain, the authors attacked the challenge to actively measure audience rates for broadcast media. The MPEG psycho-acoustic model is used to determine embedding thresholds in order to ensure maximum audio quality.</li>
<li><em>Perception-based Audio Authentication Watermarking in the Time-Frequency Domain</em> by my co-workers at <a title="Fraunhofer Institute for Secure Information Technology, Darmstadt, Germany" href="http://www.sit.fraunhofer.de/EN/index.jsp" target="_blank">Fraunhofer SIT</a>, <a title="Sascha Zmudzinski's (German) contact page at Fraunhofer Institute for Secure Information Technology Darmstadt, Germany" href="http://www.sit.fraunhofer.de/profil/mitarbeiter/ZmudzinskiSascha.jsp" target="_blank">Sascha Zmudzinski</a> and <a title="Martin Steinebach's (German) contact page at Fraunhofer Institute for Secure Information Technology Darmstadt, Germany" href="http://www.sit.fraunhofer.de/profil/mitarbeiter/SteinebachMartin.jsp" target="_blank">Martin Steinebach</a>: The integrity of audio content is protected by extracting features forming a robust perceptual hash that is in turn embedded into the content itself using a watermarking technique. This way, the authenticity of the content can be verified, even after common processing such as lossy encoding or analogue transfer.</li>
</ul>
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		<item>
		<title>Information Hiding 2009</title>
		<link>http://www.jefago.com/2009/06/information-hiding-2009/</link>
		<comments>http://www.jefago.com/2009/06/information-hiding-2009/#comments</comments>
		<pubDate>Thu, 04 Jun 2009 09:35:30 +0000</pubDate>
		<dc:creator>Jens-Fabian Goetzmann</dc:creator>
				<category><![CDATA[Miscellaneous]]></category>
		<category><![CDATA[Conference]]></category>
		<category><![CDATA[Information Hiding]]></category>
		<category><![CDATA[Watermarking]]></category>

		<guid isPermaLink="false">http://www.jefago.com/?p=15</guid>
		<description><![CDATA[Because my employer, the Fraunhofer Institute for Secure Information Technology, is one of the parties organizing the conference Information Hiding 2009 next week, I will have the chance to join some talks there, which I am quite looking forward to. I am especially interested in hearing about some of the latest developments in digital watermarking, [...]]]></description>
			<content:encoded><![CDATA[<p>Because my employer, the Fraunhofer Institute for Secure Information Technology, is one of the parties organizing the conference <a href="http://www.ih09.tu-darmstadt.de/" target="_blank">Information Hiding 2009</a> next week, I will have the chance to join some talks there, which I am quite looking forward to. I am especially interested in hearing about some of the latest developments in digital watermarking, which I have been dealing with for over a year now at the Fraunhofer Institute.</p>
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