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			</style>[an error occurred while processing this directive]<div class="content-width"><ol class="breadcrumb text-uppercase"><li><a href="/">Home</a></li><li><a href="/aboutus/">About Us</a></li><li><a href="/people/">People</a></li><li><a href="/people/research.html">Research</a></li><li><a href="/people/Simon.Birnbach"><span itemprop="name">Simon Birnbach</span></a></li><li class="active">Publications</li></ol></div><!-- MOBILE NAVIGATION --><div class="content-width space-below mobile-menu-placeholder visible-xs visible-sm"></div><!-- COLUMNS --><div class="container-fluid content-width"><div class="row"><div class="col-xs-12 col-md-9 col-md-push-3" id="maincontent"><!-- CONTENT (Column 2) --><div class="page-title"><h1>Simon Birnbach : Publications
</h1></div><div role="toolbar" class="btn-toolbar"><div class="btn-group"><a href="/people/publications/date/Simon.Birnbach.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By date</a><a href="/people/publications/title/Simon.Birnbach.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-sort-by-attributes"></span> By title</a><a href="/people/publications/type/Simon.Birnbach.html" aria-hidden="true" type="button" class="btn btn-oxford-blue"><span class="glyphicon glyphicon-sort-by-attributes"></span> By type</a><a href="/people/publications/bibtex/Simon.Birnbach.html" aria-hidden="true" type="button" class="btn btn-default"><span class="glyphicon glyphicon-file"></span> BibTex</a></div></div><p></p><h2>
      Journal papers
      </h2><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
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	<p class="publicationTitle"> <strong>
            SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting </strong> </p>
	    <p class="publicationAuthors"> <em> Joshua Smailes&#x201a; Sebastian K&#xf6;hler&#x201a; Simon Birnbach&#x201a; Martin Strohmeier and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>Preprint</em>.
        October,
            2024.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication16454-abstract.html">
			Details <span class="sr-only" > about <em> SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting  </em></span> </a> |
			<a href="/publications/publication16454.bib">
			BibTeX  <span class="sr-only" > data for <em> SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting  </em></span>   </a>
			
			

				     |
                			<a 
                			    href="http://www.cs.ox.ac.uk/files/14805/main.pdf">Download
					     (pdf)

					    <span class="sr-only" > of <em> SatIQ: Extensible and Stable Satellite Authentication using Hardware Fingerprinting  </em></span>

					    </a>


				    
		
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	<p class="publicationTitle"> <strong>
            Dishing Out DoS: How to Disable and Secure the Starlink User Terminal </strong> </p>
	    <p class="publicationAuthors"> <em> Joshua Smailes&#x201a; Edd Salkield&#x201a; Sebastian K&#xf6;hler&#x201a; Simon Birnbach and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>arXiv preprint arXiv:2303.00582</em>.
        March,
            2023.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15777-abstract.html">
			Details <span class="sr-only" > about <em> Dishing Out DoS: How to Disable and Secure the Starlink User Terminal  </em></span> </a> |
			<a href="/publications/publication15777.bib">
			BibTeX  <span class="sr-only" > data for <em> Dishing Out DoS: How to Disable and Secure the Starlink User Terminal  </em></span>   </a>
			
			

				     |
                			<a 
                			    href="http://www.cs.ox.ac.uk/files/14215/2303.00582.pdf">Download
					     (pdf)

					    <span class="sr-only" > of <em> Dishing Out DoS: How to Disable and Secure the Starlink User Terminal  </em></span>

					    </a>


				    
					| <a href="https://arxiv.org/abs/2303.00582"> Link <span class="sr-only" > to <em> Dishing Out DoS: How to Disable and Secure the Starlink User Terminal  </em></span> </a>
  				
		
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				[3] 
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	<p class="publicationTitle"> <strong>
            #PrettyFlyForAWiFi: real&#x2212;world detection of privacy invasion attacks by drones </strong> </p>
	    <p class="publicationAuthors"> <em> Simon Birnbach&#x201a; Richard Baker&#x201a; Simon Eberz and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>ACM Transactions on Privacy and Security</em>.
        2021.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication14809-abstract.html">
			Details <span class="sr-only" > about <em> #PrettyFlyForAWiFi: real&#x2212;world detection of privacy invasion attacks by drones  </em></span> </a> |
			<a href="/publications/publication14809.bib">
			BibTeX  <span class="sr-only" > data for <em> #PrettyFlyForAWiFi: real&#x2212;world detection of privacy invasion attacks by drones  </em></span>   </a>
			
			 | <a
		href="http://dx.doi.org/10.1145/3473672">
		DOI (10.1145/3473672)
		</a> 
		
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	</div> 
	
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	<p class="publicationTitle"> <strong>
            Haunted house: physical smart home event verification in the presence of compromised sensors </strong> </p>
	    <p class="publicationAuthors"> <em> Simon Birnbach&#x201a; Simon Eberz and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
        In <em>ACM Transactions on Internet of Things</em>.
        2021.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication14804-abstract.html">
			Details <span class="sr-only" > about <em> Haunted house: physical smart home event verification in the presence of compromised sensors  </em></span> </a> |
			<a href="/publications/publication14804.bib">
			BibTeX  <span class="sr-only" > data for <em> Haunted house: physical smart home event verification in the presence of compromised sensors  </em></span>   </a>
			
			
		
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	</div> 
	
        </li></ul><h2>
      Conference papers
      </h2><ul class="list-unbulleted list-unbulleted-spaced"><li>
	
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				[1] 
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	<p class="publicationTitle"> <strong>
            Sticky Fingers: Resilience of Satellite Fingerprinting against Jamming Attacks </strong> </p>
	    <p class="publicationAuthors"> <em> Joshua Smailes&#x201a; Edd Salkield&#x201a; Sebastian K&#xf6;hler&#x201a; Simon Birnbach&#x201a; Martin Strohmeier and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            2nd Workshop on Security of Space and Satellite Systems (SpaceSec)</em>.
        March,
            2024.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication16261-abstract.html">
			Details <span class="sr-only" > about <em> Sticky Fingers: Resilience of Satellite Fingerprinting against Jamming Attacks  </em></span> </a> |
			<a href="/publications/publication16261.bib">
			BibTeX  <span class="sr-only" > data for <em> Sticky Fingers: Resilience of Satellite Fingerprinting against Jamming Attacks  </em></span>   </a>
			
			

				     |
                			<a 
                			    href="http://www.cs.ox.ac.uk/files/14618/main.pdf">Download
					     (pdf)

					    <span class="sr-only" > of <em> Sticky Fingers: Resilience of Satellite Fingerprinting against Jamming Attacks  </em></span>

					    </a>


				     | <a
		href="http://dx.doi.org/10.14722/spacesec.2024.23054">
		DOI (10.14722/spacesec.2024.23054)
		</a> 
		
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	<p class="publicationTitle"> <strong>
            To TTP or not to TTP?: Exploiting TTPs to Improve ML&#x2212;based Malware Detection </strong> </p>
	    <p class="publicationAuthors"> <em> Yashovardhan Sharma&#x201a; Eleonora Giunchiglia&#x201a; Simon Birnbach and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            2023 IEEE International Conference on Cyber Security and Resilience (CSR)</em>.
        
                Pages 8&#x2212;15.
            2023.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15889-abstract.html">
			Details <span class="sr-only" > about <em> To TTP or not to TTP?: Exploiting TTPs to Improve ML&#x2212;based Malware Detection  </em></span> </a> |
			<a href="/publications/publication15889.bib">
			BibTeX  <span class="sr-only" > data for <em> To TTP or not to TTP?: Exploiting TTPs to Improve ML&#x2212;based Malware Detection  </em></span>   </a>
			
			 | <a
		href="http://dx.doi.org/10.1109/CSR57506.2023.10225000">
		DOI (10.1109/CSR57506.2023.10225000)
		</a> 
		
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	<p class="publicationTitle"> <strong>
            RADAR: A TTP&#x2212;Based Extensible&#x201a; Explainable&#x201a; and Effective System for Network Traffic Analysis and Malware Detection </strong> </p>
	    <p class="publicationAuthors"> <em> Yashovardhan Sharma&#x201a; Simon Birnbach and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference</em>.
        
                Pages 159&#x2013;166.
            New York&#x201a; NY&#x201a; USA.
        2023.
        Association for Computing Machinery.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15842-abstract.html">
			Details <span class="sr-only" > about <em> RADAR: A TTP&#x2212;Based Extensible&#x201a; Explainable&#x201a; and Effective System for Network Traffic Analysis and Malware Detection  </em></span> </a> |
			<a href="/publications/publication15842.bib">
			BibTeX  <span class="sr-only" > data for <em> RADAR: A TTP&#x2212;Based Extensible&#x201a; Explainable&#x201a; and Effective System for Network Traffic Analysis and Malware Detection  </em></span>   </a>
			
			 | <a
		href="http://dx.doi.org/10.1145/3590777.3590804">
		DOI (10.1145/3590777.3590804)
		</a> 
					| <a href="https://doi.org/10.1145/3590777.3590804"> Link <span class="sr-only" > to <em> RADAR: A TTP&#x2212;Based Extensible&#x201a; Explainable&#x201a; and Effective System for Network Traffic Analysis and Malware Detection  </em></span> </a>
  				
		
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	<p class="publicationTitle"> <strong>
            RADAR: A TTP&#x2212;based Extensible&#x201a; Explainable&#x201a; and Effective System for Network Traffic Analysis and Malware Detection </strong> </p>
	    <p class="publicationAuthors"> <em> Yashovardhan Sharma&#x201a; Simon Birnbach and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference (EICC'23)</em>.
        
                Pages 159&#x2013;166.
            Association for Computing Machinery (ACM).
        June,
            2023.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15841-abstract.html">
			Details <span class="sr-only" > about <em> RADAR: A TTP&#x2212;based Extensible&#x201a; Explainable&#x201a; and Effective System for Network Traffic Analysis and Malware Detection  </em></span> </a> |
			<a href="/publications/publication15841.bib">
			BibTeX  <span class="sr-only" > data for <em> RADAR: A TTP&#x2212;based Extensible&#x201a; Explainable&#x201a; and Effective System for Network Traffic Analysis and Malware Detection  </em></span>   </a>
			
			 | <a
		href="http://dx.doi.org/https://doi.org/10.1145/3590777.3590804">
		DOI (https://doi.org/10.1145/3590777.3590804)
		</a> 
					| <a href="https://dl.acm.org/doi/10.1145/3590777.3590804"> Link <span class="sr-only" > to <em> RADAR: A TTP&#x2212;based Extensible&#x201a; Explainable&#x201a; and Effective System for Network Traffic Analysis and Malware Detection  </em></span> </a>
  				
		
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	<p class="publicationTitle"> <strong>
            Satellite Spoofing from A to Z: On the Requirements of Satellite Downlink Overshadowing Attacks </strong> </p>
	    <p class="publicationAuthors"> <em> Edd Salkield&#x201a; Marcell Szak&#xe1;ly&#x201a; Joshua Smailes&#x201a; Simon Birnbach&#x201a; Sebastian K&#xf6;hler&#x201a; Martin Strohmeier and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the 16th Conference on Security and Privacy in Wireless and Mobile Networks (WiSec)</em>.
        May,
            2023.
        </p> <p
            class="publicationNote"> <strong>Best Paper Award: Runner Up!</strong></p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15796-abstract.html">
			Details <span class="sr-only" > about <em> Satellite Spoofing from A to Z: On the Requirements of Satellite Downlink Overshadowing Attacks  </em></span> </a> |
			<a href="/publications/publication15796.bib">
			BibTeX  <span class="sr-only" > data for <em> Satellite Spoofing from A to Z: On the Requirements of Satellite Downlink Overshadowing Attacks  </em></span>   </a>
			
			

				     |
                			<a 
                			    href="http://www.cs.ox.ac.uk/files/14313/Salkield_et_al_2023_satellite_spoofing_from.pdf">Download
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					    <span class="sr-only" > of <em> Satellite Spoofing from A to Z: On the Requirements of Satellite Downlink Overshadowing Attacks  </em></span>

					    </a>


				    
					| <a href="https://ora.ox.ac.uk/objects/uuid:e9d5d85f-b77f-4f11-8006-17dd88660467/download_file?file_format=application%2Fpdf&safe_filename=Salkield_et_al_2023_satellite_spoofing_from.pdf&type_of_work=Conference+item"> Link <span class="sr-only" > to <em> Satellite Spoofing from A to Z: On the Requirements of Satellite Downlink Overshadowing Attacks  </em></span> </a>
  				
		
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	<p class="publicationTitle"> <strong>
            Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting </strong> </p>
	    <p class="publicationAuthors"> <em> Joshua Smailes&#x201a; Sebastian K&#xf6;hler&#x201a; Simon Birnbach&#x201a; Martin Strohmeier and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS 23)</em>.
        November,
            2023.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication15808-abstract.html">
			Details <span class="sr-only" > about <em> Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting  </em></span> </a> |
			<a href="/publications/publication15808.bib">
			BibTeX  <span class="sr-only" > data for <em> Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting  </em></span>   </a>
			
			

				     |
                			<a 
                			    href="http://www.cs.ox.ac.uk/files/14356/main.pdf">Download
					     (pdf)

					    <span class="sr-only" > of <em> Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting  </em></span>

					    </a>


				     | <a
		href="http://dx.doi.org/10.1145/3576915.3623135">
		DOI (10.1145/3576915.3623135)
		</a> 
					| <a href="https://arxiv.org/abs/2305.06947"> Link <span class="sr-only" > to <em> Watch This Space: Securing Satellite Communication through Resilient Transmitter Fingerprinting  </em></span> </a>
  				
		
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	<p class="publicationTitle"> <strong>
            They see me rollin': inherent vulnerability of the rolling shutter in CMOS image sensors </strong> </p>
	    <p class="publicationAuthors"> <em> Sebastian K&#xf6;hler&#x201a; Giulio Lovisotto&#x201a; Simon Birnbach&#x201a; Richard Baker and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proc. Annual Computer Security Applications Conference (ACSAC 2021)</em>.
        ACM.
        2021.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication14805-abstract.html">
			Details <span class="sr-only" > about <em> They see me rollin': inherent vulnerability of the rolling shutter in CMOS image sensors  </em></span> </a> |
			<a href="/publications/publication14805.bib">
			BibTeX  <span class="sr-only" > data for <em> They see me rollin': inherent vulnerability of the rolling shutter in CMOS image sensors  </em></span>   </a>
			
			 | <a
		href="http://dx.doi.org/10.1145/3485832.3488016">
		DOI (10.1145/3485832.3488016)
		</a> 
		
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	</div> 
	
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	<p class="publicationTitle"> <strong>
            Peeves: Physical Event Verification in Smart Homes </strong> </p>
	    <p class="publicationAuthors"> <em> Simon Birnbach&#x201a; Simon Eberz and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the 2019 ACM Conference on Computer and Communications Security (CCS)</em>.
        2019.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication13642-abstract.html">
			Details <span class="sr-only" > about <em> Peeves: Physical Event Verification in Smart Homes  </em></span> </a> |
			<a href="/publications/publication13642.bib">
			BibTeX  <span class="sr-only" > data for <em> Peeves: Physical Event Verification in Smart Homes  </em></span>   </a>
			
			
		
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	<p class="publicationTitle"> <strong>
            Wi&#x2212;Fly?: Detecting Privacy Invasion Attacks by Consumer Drones </strong> </p>
	    <p class="publicationAuthors"> <em> Simon Birnbach&#x201a; Richard Baker and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the 24th Annual Network and Distributed System Security Symposium (NDSS)</em>.
        2017.
        </p>
	
        		<p class="publicationlinks"> <a
        
            		href="/publications/publication13641-abstract.html">
			Details <span class="sr-only" > about <em> Wi&#x2212;Fly?: Detecting Privacy Invasion Attacks by Consumer Drones  </em></span> </a> |
			<a href="/publications/publication13641.bib">
			BibTeX  <span class="sr-only" > data for <em> Wi&#x2212;Fly?: Detecting Privacy Invasion Attacks by Consumer Drones  </em></span>   </a>
			
			
		
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	<p class="publicationTitle"> <strong>
            Exposing Transmitters in Mobile Multi&#x2212;Agent Games </strong> </p>
	    <p class="publicationAuthors"> <em> Ben&#x2212;Adar Bessos&#x201a; Mai&#x201a; Simon Birnbach&#x201a; Amir Herzberg and Ivan Martinovic  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            Proceedings of the 2nd ACM Workshop on Cyber&#x2212;Physical Systems Security and Privacy (CPS&#x2212;SPC)</em>.
        
                Pages 125&#x2013;136.
            ACM.
        2016.
        </p>
	
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	<p class="publicationTitle"> <strong>
            Towards a statistical network calculus&#x2014;Dealing with uncertainty in arrivals </strong> </p>
	    <p class="publicationAuthors"> <em> Michael A Beck&#x201a; Sebastian A Henningsen&#x201a; Simon B Birnbach and Jens B Schmitt  </em> </p>
	
	<p class="publicationDetails"> 
            In  
            <em>
            IEEE INFOCOM 2014&#x2212;IEEE Conference on Computer Communications</em>.
        
                Pages 2382&#x2013;2390.
            IEEE.
        2014.
        </p>
	
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