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<p class="MsoNormal"><span style="font-size:19.5pt;font-family:"Arial",sans-serif;color:#035C67;background:white">CASA Distinguished Lectures NEWS</span><span style="font-size:10.5pt;font-family:"Arial",sans-serif">
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<p class="MsoNormal"><span style="font-size:10.5pt;font-family:"Segoe UI Symbol",sans-serif">📅</span><span style="font-size:10.5pt;font-family:"Arial",sans-serif"> </span><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A">Next Lecture
</span><span style="font-size:10.5pt;font-family:"Segoe UI Symbol",sans-serif;color:#80BC00">➡</span><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#80BC00"> </span><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A">
Monday</span><b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#80BC00"> |</span></b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A">
<b>Nov 30</b>, <b>2020 </b> </span><b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#80BC00">|</span></b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A"> 4.00 PM (UTC+1)</span><span style="font-size:10.5pt;font-family:"Arial",sans-serif">
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<p class="MsoNormal"><b><span style="font-family:"Arial",sans-serif;color:#035C67;background:white">N. Asokan, Buse Gul Atli, Sebastian Szyller
</span></b><span style="font-size:10.5pt;font-family:"Arial",sans-serif"><br>
</span><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A">University of Waterloo and Aalto University<br>
<br>
<b>"Extraction of Complex DNN Models: Real Threat or Boogeyman?"</b></span><span style="font-size:10.5pt;font-family:"Arial",sans-serif"><br>
<br>
<a href="https://ruhr-uni-bochum.zoom.us/j/94339766635?pwd=azRnai9oU1phTDlIcHFvbE15Yk1CUT09"><b><span style="font-size:12.0pt;color:#80BC00;background:white"> </span></b><b><span style="font-size:12.0pt;font-family:"Segoe UI Symbol",sans-serif;color:#80BC00;background:white">➡</span></b><b><span style="font-size:12.0pt;color:#80BC00;background:white"> To
Zoom-Webinar</span></b><span style="font-size:12.0pt;color:#53575A;background:white"> (Code 022671)</span></a><br>
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<p class="MsoNormal"><b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A">Abstract.</span></b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A"> The success of deep learning in many application domains has
been nothing short of dramatic. The success has brought the spotlight onto security and privacy concerns with deep learning. One of them is the threat of "model extraction": when a machine learning model is made available to customers via an inference interface,
a malicious customer can use repeated queries to this interface and use the information gained to construct a surrogate model. In this talk, I will describe our work in exploring whether model extraction constitutes a realistic threat. I will also discuss
possible countermeasures and the challenges in deploying them in popular machine learning configurations like federated learning.<br>
<br>
<b>Bios.</b><br>
<b><i>N. Asokan</i></b><i> is a professor of computer science and a David R. Cheriton Chair at the University of Waterloo. He is also an adjunct professor of computer science at Aalto University. His research interests are broadly in the domain of systems security
with particular emphases on platform security, and the interplay between artificial intelligence and security/privacy problems. Asokan joined academia after a long career in industrial research, first at IBM, and subsequently at Nokia. He is a fellow of both
IEEE and ACM. For more information about his research, visit </i></span><i><span style="font-size:10.5pt;font-family:"Arial",sans-serif"><a href="https://asokan.org/asokan/"><span style="color:#80BC00">his homepage</span></a></span></i><i><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A">
or follow him on Twitter at </span></i><i><span style="font-size:10.5pt;font-family:"Arial",sans-serif"><a href="https://twitter.com/nasokan"><span style="color:#80BC00">@nasokan</span></a></span></i><i><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A">.</span></i><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A"><br>
<br>
<b><i>Buse Gul Atli </i></b><i>is a senior doctoral student in the Secure Systems Group. She obtained her M.Sc. degree in Signal, Speech and Language Processing from Aalto University in 2017. She was an intern in Nokia Bell Labs and worked on designing machine
learning methods for cybersecurity. She is mainly working on both offensive and defensive methods related to the security and privacy of machine learning.<br>
<br>
<b>Sebastian Szyller</b> is a senior doctoral student in the Secure Systems Group. Sebastian is an expert on the security and privacy of AI. He holds a M.Sc. degree in Machine Learning and Data Mining from Aalto University. Prior to joining Aalto, Sebastian
worked as a software engineer in investment banking where he designed and implemented high throughput systems that facilitate trading.<br>
</i><br>
This is a public event. You are all invited to be part of that. A registration is not necessary.<br>
Please feel free to forward the invitation.<br>
<br>
All information about the Distinguished Lectures, our speakers and the Zoom Webinar links can be found here: </span><span style="font-size:10.5pt;font-family:"Arial",sans-serif"><a href="https://casa.rub.de/en/news/distinguished-lectures"><span style="color:#80BC00">https://casa.rub.de/en/news/distinguished-lectures</span></a>
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<b>Jan 25</b>, 2021 </span><b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#80BC00">|</span></b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#53575A"> 4:00 PM (UTC+1)</span><span style="font-size:10.5pt;font-family:"Arial",sans-serif"><br>
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Monday | <b>Feb 1</b>, 2021 | 5:00 PM (UTC+1)</span><span style="font-size:10.5pt;font-family:"Arial",sans-serif"><br>
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<p class="MsoNormal"><span style="font-size:10.5pt;font-family:"Segoe UI Symbol",sans-serif">💻</span><span style="font-size:10.5pt;font-family:"Arial",sans-serif">
</span><b><span style="font-size:15.0pt;font-family:"Arial",sans-serif;color:#035C67">New Video Online!</span></b><span style="font-size:10.5pt;font-family:"Arial",sans-serif">
<o:p></o:p></span></p>
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<td width="20" style="width:15.0pt;padding:0cm 0cm 0cm 0cm">
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<p class="MsoNormal" style="mso-line-height-alt:0pt"><span style="font-size:1.0pt"><img border="0" width="161" style="width:1.677in" id="_x0000_i1030" src="http://smoton.com/l3slzozn/s_873ph29v/files/ShostackYoutubeScreenshot.JPG"><o:p></o:p></span></p>
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<p class="MsoNormal"><span style="font-size:10.5pt;font-family:"Arial",sans-serif">On our
<a href="https://www.youtube.com/channel/UCmqKNyqW03W017h3bJobcbg"><span style="color:#80BC00">Youtube channel</span></a> you can now find the lecture of
</span><b><span style="font-size:10.5pt;font-family:"Arial",sans-serif;color:#80BC00">Adam Shostack (Shostack & Associates)</span></b><span style="font-size:10.5pt;font-family:"Arial",sans-serif"> with the topic
<b>"We Need A Discipline of Cyber Public Health".<br>
<br>
<a href="https://www.youtube.com/watch?v=2PobV1jH4a8." title="Youtube Shostack"><span style="color:#80BC00">-> To the video</span></a></b>
<o:p></o:p></span></p>
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<div align="center">
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<p class="MsoNormal" align="center" style="text-align:center"><i><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#999999">Legal Notice/ Impressum:<br>
Horst Görtz Institute for IT Security - Ruhr Universität Bochum<br>
Universitätsstraße 150, 44780 BO</span></i><span style="font-size:10.5pt;font-family:"Arial",sans-serif"><br>
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