Publications
Klaudia Krawiecka, Simon Birnbach, Simon Eberz, Ivan Martinovic.
Proc. IEEE Workshop on the Internet of Safe Things: SafeThings 2022. 2022.
Abstract:Attributing interactions with Internet of Things (IoT) devices to specific users in smart environments is extremely important as it enables personalized configurations and access control. This requirement is particularly stringent when it comes to parental control measures designed to protect children from contact with dangerous machinery or viewing materials that are inappropriate for their age. To this end, we show that naturally occurring interactions with objects in smart environments can be used as a behavioral biometric in order to identify users. The heterogeneous nature of smart devices enables the collection of a wide variety of inputs from such interactions. In addition, this system model allows for seamless identification, without the need for active user participation or rearrangement of the IoT devices. We conduct a remote study taking place in six households composed of 25 participants. We demonstrate that our system can identify users in multi-user environments with an average accuracy of at least 91% for a single object interaction without requiring any sensors on the object itself. This accuracy rises to 100% when six or more consecutive interactions are considered.
PublicationGeorg Baselt, Martin Strohmeier, James Pavur, Vincent Lenders, Ivan Martinovic.
Cyber Conflict (CYCON), 2022 14th International Conference on. May 2022.
Martin Georgiev, Simon Eberz, Henry Turner, Giulio Lovisotto, Ivan Martinovic.
Proc. 2022 ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2022). 2022.
Bushra AlAhmadi, Louise Axon, Ivan Martinovic.
Proc. 31st USENIX Security Symposium. 2022.
PDF PublicationJack Sturgess, Simon Eberz, Ivo Sluganovic, Ivan Martinovic.
Proc. WristSense 2022: Workshop on Sensing Systems and Applications Using Wrist Worn Smart Devices. 2022.
James Pavur, Ivan Martinovic.
Proc. 16th ACM ASIA Conference on Computer and Communications Security (ACM ASIACCS 2021). 2021.
PDF Publication DOISimon Birnbach, Richard Baker, Simon Eberz, Ivan Martinovic.
ACM Transactions on Privacy and Security. 2021.
PDF Publication DOIKlaudia Krawiecka, Jack Sturgess, Alina Petrova, Ivan Martinovic.
Proc. 2021 European Symposium on Usable Security (EuroUSEC 2021). 2021.
PDF Publication DOISebastian Köhler, Giulio Lovisotto, Simon Birnbach, Richard Baker, Ivan Martinovic.
Proc. Annual Computer Security Applications Conference (ACSAC 2021). 2021.
PDF Publication DOISimon Birnbach, Simon Eberz, Ivan Martinovic.
ACM Transactions on Internet of Things. 2021.
PDF PublicationHenry Turner, Giulio Lovisotto, Ivan Martinovic.
Computer Speech and Language 72. 2021.
PDF Publication DOIJames Pavur, Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
The Network and Distributed System Security Symposium (NDSS). February 2021.
PDF Video PublicationJames Pavur, Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
13th International Conference on Cyber Conflict (CyCon). May 2021.
PDF Publication DOIMartin Strohmeier, James Pavur, Ivan Martinovic, Vincent Lenders.
International Conference on Critical Information Infrastructures Security. September 2021.
PDF Publication DOIJunzi Sun, Xavier Olive, Martin Strohmeier, Matthias Schäfer, Ivan Martinovic, Vincent Lenders.
2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC). October 2021.
PDF Publication DOIJoshua Smailes, Daniel Moser, Matthew Smith, Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
Proceedings of the 7th ACM Cyber-Physical System Security Workshop (CPSS 2021). June 2021.
Martin Strohmeier, Matthew Smith, Vincent Lenders, Ivan Martinovic.
ACM Transactions on Intelligent Systems and Technology (TIST). December 2021.
Abstract:In recent years, air traffic communication data has become easy to access, enabling novel research in many fields. Exploiting this new data source, a wide range of applications have emerged, from weather forecasting to stock market prediction, or the collection of intelligence about military and government movements. Typically, these applications require knowledge about the metadata of the aircraft, specifically its operator and the aircraft category. armasuisse Science + Technology, the R&D agency for the Swiss Armed Forces, has been developing Classi-Fly, a novel approach to obtain metadata about aircraft based on their movement patterns. We validate Classi-Fly using several hundred thousand flights collected through open source means, in conjunction with ground truth from publicly available aircraft registries containing more than 2 million aircraft. We show that we can obtain the correct aircraft category with an accuracy of greater than 88%. In cases, where no metadata is available, this approach can be used to create the data necessary for applications working with air traffic communication. Finally, we show that it is feasible to automatically detect particular sensitive aircraft such as police and surveillance aircraft using this method.
PDF Publication DOIGiulio Lovisotto, Henry Turner, Ivo Sluganovic, Martin Strohmeier, Ivan Martinovic.
30th USENIX Security Symposium (USENIX Security 21). August 2021.
PDF PublicationMatthew Smith, Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
arXiv preprint arXiv:2010.01034. 2020.
Abstract:Airborne collision avoidance systems provide an onboard safety net should normal air traffic control procedures fail to keep aircraft separated. These systems are widely deployed and have been constantly refined over the past three decades, usually in response to near misses or mid-air collisions. Recent years have seen security research increasingly focus on aviation, identifying that key wireless links---some of which are used in collision avoidance---are vulnerable to attack. In this paper, we go one step further to understand whether an attacker can remotely trigger false collision avoidance alarms. Primarily considering the next-generation Airborne Collision Avoidance System X (ACAS X), we adopt a modelling approach to extract attacker constraints from technical standards before simulating collision avoidance attacks against standardized ACAS X code. We find that in 44% of cases, an attacker can successfully trigger a collision avoidance alert which on average results in a 590 ft altitude deviation; when the aircraft is at lower altitudes, this success rate rises considerably to 79%. Furthermore, we show how our simulation approach can be used to help defend against attacks by identifying where attackers are most likely to be successful.
PDF PublicationGiulio Lovisotto, Simon Eberz, Ivan Martinovic.
2020 IEEE European Symposium on Security and Privacy (EuroS&P). September 2020.
PDF Video PublicationGiulio Lovisotto, Henry Turner, Simon Eberz, Ivan Martinovic.
IEEE 15th Computer Society Workshop on Biometrics. June 2020.
PDF PublicationJames Pavur, Daniel Moser, Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
2020 IEEE Symposium on Security and Privacy (S&P). May 2020.
PDF PublicationMatthew Smith, Martin Strohmeier, Jon Harman, Vincent Lenders, Ivan Martinovic.
The Network and Distributed System Security Symposium (NDSS). February 2020.
PDF Video Publication DOISimon Birnbach, Simon Eberz, Ivan Martinovic.
Proceedings of the 2019 ACM Conference on Computer and Communications Security (CCS). 2019.
PDF PublicationRichard Baker, Ivan Martinovic.
28th USENIX Security Symposium (USENIX Security 19). 2019.
PDF Video PublicationHenry Turner, Giulio Lovisotto, Ivan Martinovic.
European Symposium on Research in Computer Security (ESORICS). 2019.
PDF Github PublicationSimon Eberz, Giulio Lovisotto, Kasper B Rasmussen, Vincent Lenders, Ivan Martinovic.
Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security. 2019.
PDF PublicationMatthias Schäfer, Xavier Olive, Martin Strohmeier, Matthew Smith, Ivan Martinovic, Vincent Lenders.
2019 IEEE/AIAA 38th Digital Avionics Systems Conference (DASC). September 2019.
PDF PublicationMartin Strohmeier, Daniel Moser, Matthias Schäfer, Vincent Lenders, Ivan Martinovic.
IEEE Communications Magazine. September 2019.
Github PublicationRichard Baker, Ivan Martinovic.
IFIP International Conference on ICT Systems Security and Privacy Protection. 2018.
PDF PublicationSimon Eberz, Giulio Lovisotto, Andrea Patane, Marta Kwiatkowska, Vincent Lenders, Ivan Martinovic.
2018 IEEE Symposium on Security and Privacy (SP). 2018.
PDF PublicationMatthias Schäfer, Martin Strohmeier, Matthew Smith, Markus Fuchs, Vincent Lenders, Ivan Martinovic.
Digital Avionics Systems Conference (DASC), 2018 IEEE/AIAA 37th. September 2018.
PDF PublicationMatthew Smith, Daniel Moser, Martin Strohmeier, Ivan Martinovic, Vincent Lenders.
18th Privacy Enhancing Technologies Symposium (PETS 2018). July 2018.
PDF PublicationMartin Strohmeier, Matthew Smith, Daniel Moser, Matthias Schäfer, Vincent Lenders, Ivan Martinovic.
Cyber Conflict (CYCON), 2018 10th International Conference on. May 2018.
PDF PublicationChris Xiaoxuan Lu, Bowen Du, Hongkai Wen, Sen Wang, Andrew Markham, Ivan Martinovic, Yiran Shen, Niki Trigoni.
ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp). 2018.
Martin Strohmeier, Matthew Smith, Vincent Lenders, Ivan Martinovic.
IEEE European Symposium on Security and Privacy (EuroS&P) 2018. April 2018.
Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
IEEE Transactions on Aerospace and Electronic Systems. June 2018.
Simon Birnbach, Richard Baker, Ivan Martinovic.
Proceedings of the 24th Annual Network and Distributed System Security Symposium (NDSS). 2017.
Ivo Sluganovic, Matej Serbec, Ante Derek, Ivan Martinovic.
Proceedings of the 33rd Annual Computer Security Applications Conference (ACSAC 2017). December 2017.
Giulio Lovisotto, Raghav Malik, Ivo Sluganovic, Marc Roeschlin, Paul Trueman, Ivan Martinovic.
University of Oxford. 2017.
Matthew Smith, Daniel Moser, Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
International Conference on Financial Cryptography and Data Security 2017. April 2017.
Martin Strohmeier, Matthew Smith, Matthias Schäfer, Vincent Lenders, Ivan Martinovic.
Cyber Conflict (CYCON), 2017 9th International Conference on. May 2017.
Martin Strohmeier, Matthias Schäfer, Rui Pinheiro, Vincent Lenders, Ivan Martinovic.
IEEE Transactions on Intelligent Transportation Systems. June 2017.
Matthew Smith, Daniel Moser, Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
ArXiv e-prints. May 2017.
Ben-Adar Bessos, Mai, Simon Birnbach, Amir Herzberg, Ivan Martinovic.
Proceedings of the 2nd ACM Workshop on Cyber-Physical Systems Security and Privacy (CPS-SPC). 2016.
Richard Baker, Ivan Martinovic.
Proceedings of the 2nd ACM Workshop on Cyber-Physical Systems Security and Privacy. 2016.
Matthias Schäfer, Martin Strohmeier, Matthew Smith, Markus Fuchs, Rui Pinheiro, Vincent Lenders, Ivan Martinovic.
Digital Avionics Systems Conference (DASC), 2016 IEEE/AIAA 35th. September 2016.
Martin Strohmeier, Matthew Smith, Matthias Schäfer, Vincent Lenders, Ivan Martinovic.
Cyber Conflict (CYCON), 2016 8th International Conference on. May 2016.
Simon Eberz, Kasper B. Rasmussen, Vincent Lenders, Ivan Martinovic.
ACM Transactions on Privacy and Security. June 2016.
Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
IEEE Communications Surveys & Tutorials. 2015.
Simon Eberz, Kasper B. Rasmussen, Vincent Lenders, Ivan Martinovic.
The Network and Distributed System Security Symposium (NDSS). February 2015.
Daniel S. Berger, Francesco Gringoli, Nicolò Facchi, Ivan Martinovic, Jens Schmitt.
Proceedings of the 2014 ACM Conference on Security and Privacy in Wireless & Mobile Networks. 2014.
Kasper Bonne Rasmussen, Marc Roeschlin, Ivan Martinovic, Gene Tsudik.
The Network and Distributed System Security Symposium (NDSS). February 2014.
Martin Strohmeier, Matthias Schäfer, Vincent Lenders, Ivan Martinovic.
Communications Magazine, IEEE. 2014.
Matthias Schäfer, Martin Strohmeier, Vincent Lenders, Ivan Martinovic, Matthias Wilhelm.
ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN). April 2014.
Arman Boehm, Dongqu Chen, Mario Frank, Ling Huang, Cynthia Kuo, Tihomir Lolic, Ivan Martinovic, Dawn Song.
Proceedings of the 2013 International Conference on Privacy and Security in Mobile Systems (successor of MobiSec). Proceedings in preparation.. 2013.
Matthias Schäfer, Vincent Lenders, Ivan Martinovic.
Applied Cryptography and Network Security (ACNS’13). 2013.
Mario Frank, Ralf Biedert, Eugene Ma, Ivan Martinovic, Dawn Song.
IEEE Transactions on Information Forensics and Security. January 2013.
Matthias Wilhelm, Ivan Martinovic, Jens Schmitt.
IEEE Journal on Selected Areas in Communications (JSAC) - Signal Processing Techniques for Wireless Physical Layer Security. September 2013.
Martin Strohmeier, Vincent Lenders, Ivan Martinovic.
DCS. 2013.
Ralf Biedert, Mario Frank, Ivan Martinovic, Dawn Song.
Future Information Technology, Application, and Service. July 2012.
Ivan Martinovic, Doug Davies, Mario Frank, Daniele Perito, Tomas Ros, Dawn Song.
Proceedings of the 21st USENIX Conference on Security Symposium. August 2012.
Simon Eberz, Martin Strohmeier, Matthias Wilhelm, Ivan Martinovic.
17th European Symposium on Research in Computer Security (ESORICS). September 2012.
Jens B. Schmitt, Nicos Gollan, Steffen Bondorf, Ivan Martinovic.
The 30th IEEE International Conference on Computer Communications (INFOCOM 2011). April 2011.
Matthias Wilhelm, Ivan Martinovic, Jens B. Schmitt, Vincent Lenders.
Proceedings of the Fourth ACM Conference on Wireless Network Security (WiSec '11). June 2011.
Matthias Wilhelm, Ivan Martinovic, Jens B. Schmitt, Vincent Lenders.
Proceedings of the ACM SIGCOMM 2011 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications (SIGCOMM '11). August 2011.
Matthias Wilhelm, Ivan Martinovic, Jens B. Schmitt, Vincent Lenders.
SIGMOBILE Mobile Computing and Communications Review. November 2011.
Matthias Wilhelm, Ivan Martinovic, Jens B. Schmitt.
Proceedings of the Third ACM Conference on Wireless Network Security (WiSec '10). March 2010.
Dennis Christmann, Ivan Martinovic.
Proceedings of the 6th International Workshop on Wireless Network Measurements (WiNMee), in conjunction with WiOpt 2010. May 2010.
Matthias Wilhelm, Ivan Martinovic, Jens B. Schmitt.
ArXiv.org. May 2010.
Matthias Wilhelm, Ivan Martinovic, Ersin Uzun, Jens B. Schmitt.
Proceedings of the 6th Annual Workshop on Secure Network Protocols (NPSec '10). October 2010.
Jens Schmitt, Nicos Gollan, Steffen Bondorf, Ivan Martinovic.
University of Kaiserslautern, Germany. July 2010.
Paolo Barsocchi, Stefano Chessa, Ivan Martinovic, Gabriele Oligeri.
Proceedings of the First International Joint Conference on Ambient Intelligence (AmI-10). November 2010.
Jens Schmitt, Hao Wang, Ivan Martinovic.
Proceedings of 4th International Symposium On Leveraging Applications of Formal Methods, Verification and Validation (ISoLA 2010). October 2010.
Dennis Christmann, Ivan Martinovic, Jens B. Schmitt.
Special Issue on Wireless Sensor Networks - Designing for Real-world Deployment and Deployment Experiences, Measurement Science and Technology, Institute of Physics. December 2010.
Sebastian Wille, Norbert Wehn, Ivan Martinovic, Simon Kunz, Peter Göhner.
Proceedings of 7th International Conference on Mobile and Ubiquitous Systems (Mobiqutious). December 2010.
Jens B. Schmitt, Hao Wang, Ivan Martinovic.
Performance Evaluation, Elsevier. December 2010.
Ivan Martinovic, Luc Cappellaro, Nicos Gollan, Jens B. Schmitt.
Security and Communication Networks, Special Issue on Security in Wireless Sensor Networks, Wiley. March 2009.
Jens B. Schmitt, Nicos Gollan, Ivan Martinovic.
16. ITG/GI - Fachtagung Kommunikation in Verteilten Systemen (KiVS) 2009, Kassel, Germany. March 2009.
Ivan Martinovic, Jens B. Schmitt.
16. ITG/GI - Fachtagung Kommunikation in Verteilten Systemen (KiVS) 2009, Kassel, Germany. March 2009.
Ivan Martinovic, Paul Pichota, Jens B. Schmitt.
Proceedings of the ACM Conference on Wireless Network Security (WiSec 2009). March 2009.
Ivan Martinovic, Paul Pichota, Matthias Wilhelm, Frank A. Zdarsky, Jens B. Schmitt.
Pervasive and Mobile Computing (PMC). 2009.
Matthias Wilhelm, Ivan Martinovic, Jens B. Schmitt.
Proceedings of the 5th Annual Workshop on Secure Network Protocols (NPSec '09). October 2009.
Matthias Wilhelm, Ivan Martinovic, Jens B. Schmitt.
Proceedings of the 11. Kryptotag der Gesellschaft f\"ur Informatik e.V.. November 2009.
Ivan Martinovic.
Proceedings of the 5th ACM SIGCOMM Asian Internet Engineering Conference (AINTEC) 2009. November 2009.
Jens B. Schmitt, Ivan Martinovic.
Proceedings of the 6th International Conference on Quantitative Evaluation of SysTems (QEST) 2009. September 2009.
Ivan Martinovic, Frank A. Zdarsky, Adam Bachorek, Jens B. Schmitt.
Unlicensed Mobile Access Technology: Protocols, Architectures, Security, Standards and Applications. 2008.
Frank A. Zdarsky, Ivan Martinovic.
Unlicensed Mobile Access Technology: Protocols, Architectures, Security, Standards and Applications. 2008.
Ivan Martinovic, Frank A. Zdarsky, Matthias Wilhelm, Christian Wegmann, Jens B. Schmitt.
Proceedings of the ACM Conference on Wireless Network Security (WiSec '08). March 2008.
Nicos Gollan, Frank A. Zdarsky, Ivan Martinovic, Jens B. Schmitt.
14th GI/ITG Conference on Measurement, Modeling, and Evaluation of Computer and Communication Systems (MMB 2008). March 2008.
Jens B. Schmitt, Frank A. Zdarsky, Ivan Martinovic.
14th GI/ITG Conference on Measurement, Modeling, and Evaluation of Computer and Communication Systems (MMB 2008). March 2008.
Ivan Martinovic, Paul Pichota, Matthias Wilhelm, Frank A. Zdarsky, Jens B. Schmitt.
9th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WOWMOM 2008). June 2008.
Ivan Martinovic, Nicos Gollan, Jens B. Schmitt.
Proceedings of the 33rd IEEE Conference on Local Computer Networks (LCN): Workshop on Practical Issues in Building Sensor Network Applications (SenseApp 2008). October 2008.
Adam Bachorek, Ivan Martinovic, Jens B. Schmitt.
Proceedings of the IEEE ICNP 4th Annual Workshop on Secure Network Protocols (NPSec 2008). October 2008.
Jens B. Schmitt, Nicos Gollan, Ivan Martinovic.
University of Kaiserslautern, Germany. August 2008.
Ivan Martinovic, Frank A. Zdarsky, Adam Bachorek, Christian Jung, Jens B. Schmitt.
Proceedings of the 22nd IFIP International Information Security Conference (SEC 2007), Johannesburg, South Africa. May 2007.
Ivan Martinovic, Frank A. Zdarsky, Adam Bachorek, Jens B. Schmitt.
Proceedings of the 13th European Wireless Conference (EW2007), Paris, France. April 2007.
Ivan Martinovic, Frank A. Zdarsky, Jens B. Schmitt.
Proceedings of the 3rd ACM International Workshop on Quality of Service & Security for Wireless and Mobile Networks (in conjunction with ACM/IEEE MSWiM'07). October 2007.
Frank A. Zdarsky, Ivan Martinovic, Jens B. Schmitt.
Wireless Networks, Springer. September 2007.
Jens B. Schmitt, Frank A. Zdarsky, Ivan Martinovic.
University of Kaiserslautern, Germany. April 2006.
Ivan Martinovic, Frank A. Zdarsky, Jens B. Schmitt.
Proceedings of IFIP NETWORKING 2006, Workshop on Security and Privacy in Mobile and Wireless Networking, Coimbra, Portugal. May 2006.
Frank A. Zdarsky, Ivan Martinovic, Jens B. Schmitt.
Proceedings of the International Workshop on Self-Organizing Systems (IWSOS 2006), Passau, Germany. September 2006.
Ivan Martinovic, Christof Leng, Frank A. Zdarsky, Andreas Mauthe, Ralf Steinmetz, Jens B. Schmitt.
Proceedings of the International Workshop on Self-Organizing Systems (IWSOS 2006), Passau, Germany. September 2006.
Frank A. Zdarsky, Ivan Martinovic, Jens B. Schmitt.
Proceedings of the 11th IFIP International Conference on Personal Wireless Communications (PWC'06), Albacete, Spain. September 2006.
Ivan Martinovic, Frank A. Zdarsky, Adam Bachorek, Jens B. Schmitt.
University of Kaiserslautern, Germany. October 2006.
Ivan Martinovic, Frank A. Zdarsky, Adam Bachorek, Christan Jung, Jens B. Schmitt.
University of Kaiserslautern, Germany. October 2006.
Frank A. Zdarsky, Ivan Martinovic, Jens B. Schmitt.
University of Kaiserslautern, Germany. July 2005.
Frank A. Zdarsky, Ivan Martinovic, Jens B. Schmitt.
University of Kaiserslautern, Germany. July 2005.
Frank A. Zdarsky, Ivan Martinovic, Jens B. Schmitt.
3rd ACM/SIGMOBILE International Workshop on Foundations of Mobile Computing (DIALM-POMC'05). September 2005.
Meehae Song, Thomas Elias, Ivan Martinovic, Wolfgang Müller-Wittig, Tony K.Y. Chan.
Proceedings of the ACM SIGGRAPH International Conference on Virtual Reality Continuum and its Applications in Industry. June 2004.
Matthias Hollick, Ivan Martinovic, Tronje Krop, Ivica Rimac.
Proceedings of the 30th IEEE EUROMICRO Conference, Rennes, France. September 2004.
Ivan Martinovic, Manuel Goertz, Ralf Ackermann, Andreas Mauthe, Ralf Steinmetz.
Proceedings of SoftCOM'04, International Conference on Software, Telecommunications and Computer Networks, Croatia. October 2004.
Ralf Steinmetz, Rainer Berbner, Ivan Martinovic.
Handbuch Industrialisierung der Finanzwirtschaft. December 2004.
Meehae Song, Thomas Elias, Ivan Martinovic, Wolfgang Müller-Wittig, Tony K.Y. Chan.
Proceedings of the 9th International Conference on Virtual Systems and Multimedia (VSMM 2003), Montreal, Canada. October 2003.