M

Dr.-Ing. Markus Miettinen

Contact

work +49 6151 16-25339

Work S2|20 311
Pankratiusstraße 2
64289 Darmstadt

Since 2019 Postdoctoral researcher

2013-2018 Research Assistant

2012-2013 Research Assistant

2011-2012 Senior Researcher

  • at Nokia Research Center Lausanne, Switzerland

2007-2010 Senior Researcher

2002-2007 Research Engineer

2002-2003 Scholarship from the German Academic Exchange Service DAAD

2002 M.Sc. in Computer Science

1999-2002

1995 Abitur

  • Deutsche Schule Helsinki, Finland

Full CV

Research

  • Utilising contextual awareness in the management of security and privacy policies
  • IoT Security

Awards

Best Poster Award, ICDCS 2017

Markus Miettinen, Samuel Marchal, Ibbad Hafeez, Tommaso Frassetto, N. Asokan, Ahmad-Reza Sadeghi and Sasu Tarkoma, "IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT" In: Proc. 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017), June 5--8, 2017, Atlanta, Georgia, USA. undefinedPoster PDF

Best Paper Award, ASIACCS 2014

Markus Miettinen, Stephan Heuser, Wiebke Kronz, Ahmad-Reza Sadeghi, N. Asokan, "ConXsense – Context Profiling and Classification for Context-Aware Access Control" In: Proceedings of the 9th ACM Symposium on Information, Computer and Communications Security (ASIACCS 2014) , June 2014.

Best Demo Award, PerCom 2011

Aditi Gupta, Markus Miettinen, N.Asokan, "Using context-profiling to aid in access control decisions on mobile devices" In: Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), p. 310 - 312, Seattle, USA, March 2011. ISBN 978-1-61284-938-6.

Service

Programme committee memberships:

6th workshop on Context Systems Design, Evaluation and Optimization (CoSDEO2018)

3rd International Workshop on IoT Privacy, Trust, and Security (IoTPTS 2017)

International Workshop on Secure Internet of Things 2017 (SIoT 2017)

2nd International Workshop on IoT Privacy, Trust, and Security (IoTPTS 2016)

International Workshop on Secure Internet of Things 2016 (SIOT 2016)

2nd International Workshop on 5G Security (IW5GS 2016)

International Workshop on Secure Internet of Things (SIOT 2015)

1st IEEE International Workshop on 5G Security

Workshop on IoT Privacy, Trust and Security (IoTPTS 2015)

Workshop on Security and Privacy aspects of Mobile Environments (SMPE 2014)

Teaching

Winter semester 2017/18:

Practical Lab on System and IoT Security

Summer semester 2016:

System and IoT Security (Mobile Security)

Patents

1.

11 Dec 2007 - Markus Miettinen and Kimmo Hätönen, ”Method and apparatus for storing data records on a database system”, Taiwanese patent TWI291109

19 May 2008 - Markus Miettinen and Kimmo Hätönen, ”Method for ensuring the integrity of a data record set”, Korean patent KR100829977

4 Oct 2009 - Markus Miettinen and Kimmo Hätönen, "Способ обеспечения целостности набора записей данных", Russian patent RU2351978

2.

14 Apr 2009 - Kimmo Hätönen, Albert Höglund, Markus Miettinen, Jyrki Berg, Kari Kulmala and Sampo Torikka, ”System, device and method for automatic anomaly detection”, U.S. Patent 7519860

3.

24 Feb 2010 - Kimmo Hätönen and Markus Miettinen, ”Method and apparatus for compressing log record information”, European Patent 1490769

8 Apr 2010 - Kimmo Hätönen and Markus Miettinen, ”Verfahren und Vorrichtung zum Komprimieren von Protokollierungsaufzeichnungsinformationen", German patent DE60235503

17 Aug 2010 - Kimmo Hätönen and Markus Miettinen, ”Method and apparatus for compressing log record information”, U.S. Patent 7778979

4.

11 Dec 2012 - Markus Miettinen and Kimmo Hätönen, "Apparatus and a security node for use in determining security attacks", U.S. Patent 8331904

16 Jan 2013 - Markus Miettinen and Kimmo Hätönen, "Apparatus and a security node for use in determining security attacks", Chinese patent CN101548506

5.

12 Mar 2013 - Markus Miettinen, "Privacy management of data", U.S. Patent 8397304

6.

31 Dec 2013 - Markus Miettinen and N. Asokan, "Method and apparatus for selecting a security policy", U.S. Patent 8621656

7.

4 Nov 2014 - Markus Miettinen, "Method and apparatus for sharing user information " U.S. Patent 8880663

9 Jun 2015 - Markus Miettinen, Eugen Palnau and Jens Dissman, "Method and apparatus for sharing user information", U.S. Patent 9055020

8.

25 Nov 2014 - Markus Miettinen, N. Asokan and Aditi Gupta, "Method and apparatus for adjusting context-based factors for selecting a security policy", U.S. Patent 8898793

9.

7 Apr 2015 - N.Asokan and Markus Miettinen, "Methods and apparatus for reliable and privacy protecting identification of parties' mutual friends and common interests", U.S. Patent 9003486

10.

20 Sep 2016 - Markus Miettinen, "Method and apparatus for analyzing and detecting malicious software", U.S. Patent 9449175

28 Sep 2016 - Markus Miettinen, "Method and apparatus for analyzing and detecting malicious software", Chinese Patent CN103038777

Jump to: 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2007 | 2006 | 2003
Number of items: 37.

2020

Nguyen, Thien Duc and Rieger, Phillip and Miettinen, Markus and Sadeghi, Ahmad-Reza (2020):
Poisoning Attacks on Federated Learning-based IoT Intrusion Detection System.
In: Workshop on Decentralized IoT Systems and Security (DISS) @ NDSS Symposium 2020, San Diego, USA, 23.-26.02. 2020, [Online-Edition: https://www.ndss-symposium.org/ndss-program/2020-program/dis...],
[Conference or Workshop Item]

2019

Mitev, Richard and Miettinen, Markus and Sadeghi, Ahmad-Reza (2019):
Alexa Lied to Me: Skill-based Man-in-the-Middle Attacks on Virtual Assistants.
ACM, In: ASIACCS 2019, Auckland, New Zealand, Juli 2019, DOI: 10.1145/3321705.3329842,
[Online-Edition: https://tuprints.ulb.tu-darmstadt.de/8689],
[Conference or Workshop Item]

Marchal, Samuel and Miettinen, Markus and Nguyen, Thien Duc and Sadeghi, Ahmad-Reza and Asokan, N. (2019):
AuDI: Towards autonomous IoT device-type identification using periodic communications.
In: IEEE Journal on Selected Areas in Communications, IEEE, ISSN 0733-8716,
[Online-Edition: https://tuprints.ulb.tu-darmstadt.de/8511],
[Article]

OConnor, TJ and Mohamed, Reham and Miettinen, Markus and Enck, William and Reaves, Bradley and Sadeghi, Ahmad-Reza (2019):
HomeSnitch: Behavior Transparency and Control for Smart Home IoT Devices.
In: Proceedings of the ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec), Miami, FL, USA, [Conference or Workshop Item]

Nguyen, Thien Duc and Marchal, Samuel and Miettinen, Markus and Fereidooni, Hossein and Asokan, N. and Sadeghi, Ahmad-Reza (2019):
DÏoT: A Federated Self-learning Anomaly Detection System for IoT.
In: The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), [Conference or Workshop Item]

Marchal, Samuel and Miettinen, Markus and Nguyen, Thien Duc and Sadeghi, Ahmad-Reza and Asokan, N. (2019):
AUDI: Towards Autonomous IoT Device-Type Identification.
In: IEEE Journal on Selected Areas in Communications (JSAC) on Artificial Intelligence and Machine Learning for Networking and Communications, [Article]

Miettinen, Markus (2019):
Context and communication profiling for IoT security and privacy: techniques and applications.
Darmstadt, Technische Universität, [Online-Edition: https://tuprints.ulb.tu-darmstadt.de/8374],
[Ph.D. Thesis]

Mohamed, Reham and O'Connor, Terrance and Miettinen, Markus and Enck, William and Sadeghi, Ahmad-Reza Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang (Corporate Creators) (2019):
HONEYSCOPE: IoT Device Protection with Deceptive Network Views,.
In: Autonomous Cyber Deception: Reasoning, Adaptive Planning, and Evaluation of HoneyThings, [Book Section]

2018

Miettinen, Markus and Sadeghi, Ahmad-Reza (2018):
Internet of things or threats?: on building trust in IoT (keynote). 1:1-1:9.
In: CODES '18 Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, Piscataway, NJ, USA, IEEE Press Piscataway, NJ, USA, In: CODES+ISSS 2018, part of ESWEEK 2018, Torino, Italy, September 30 - October 5, 2018, [Online-Edition: https://dl.acm.org/citation.cfm?id=3283569],
[Conference or Workshop Item]

Miettinen, Markus and Nguyen, Thien Duc and Asokan, N. and Sadeghi, Ahmad-Reza (2018):
Revisiting Context-Based Pairing in IoT.
In: Proceedings of the 55th Design Automation Conference (DAC), ACM, In: 55th Design Automation Conference (DAC), San Francisco, CA, USA, 24.-29.06. 2018, pp. 32:1-32:6, [Conference or Workshop Item]

Nguyen, Thien Duc and Marchal, Samuel and Miettinen, Markus and Dang, Minh Hoang and Asokan, N. and Sadeghi, Ahmad-Reza (2018):
DÏoT: A Crowdsourced Self-learning Approach for Detecting Compromised IoT Devices.
In: CoRR, abs/1804.07474[Online-Edition: http://arxiv.org/abs/1804.07474],
[Article]

Asokan, N. and Miettinen, Markus (2018):
Ad-Hoc Key Agreement: a Brief History and the Challenges Ahead.
In: Computer Communications, ISSN 0140-3664,
DOI: 10.1016/j.comcom.2018.07.030,
[Online-Edition: http://www.sciencedirect.com/science/article/pii/S0140366418...],
[Article]

2017

Fereidooni, Hossein and Classen, Jiska and Spink, Tom and Patras, Paul and Miettinen, Markus and Sadeghi, Ahmad-Reza and Hollick, Matthias and Conti, Mauro (2017):
Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit.
In: Proceedings of the 20th International Symposium on Research in Attacks, Intrusions and Defenses (RAID), Atlanta, Georgia, USA, [Conference or Workshop Item]

Fereidooni, Hossein and Frassetto, Tommaso and Miettinen, Markus and Sadeghi, Ahmad-Reza and Conti, Mauro (2017):
Fitness Trackers: Fit for Health but Unfit for Security and Privacy.
In: The Second IEEE International Workshop on Safe, Energy-Aware, & Reliable Connected Health (CHASE-SEARCH), Philadelphia, Pennsylvania, USA, [Conference or Workshop Item]

Miettinen, Markus and Marchal, Samuel and Hafeez, Ibbad and Frassetto, Tommaso and Asokan, N. and Sadeghi, Ahmad-Reza and Tarkoma, Sasu (2017):
IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT.
In: Proc. 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017), IEEE, Atlanta, GA, USA, DOI: 10.1109/ICDCS.2017.284,
[Conference or Workshop Item]

Miettinen, Markus and Marchal, Samuel and Hafeez, Ibbad and Asokan, N. and Sadeghi, Ahmad-Reza and Tarkoma, Sasu (2017):
IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT.
In: Proc. 37th IEEE International Conference on Distributed Computing Systems (ICDCS 2017), DOI: 10.1109/ICDCS.2017.283,
[Conference or Workshop Item]

2016

Lacoste, Marc and Sousa, Paulo and Neves, Nuno and Miettinen, Markus and Ramos, Fernando M.V. and Vukolic, Marko and Charmet, Fabien and Yaich, Reda and Oborzynski, Krzysztof and Vernekar, Gitesh (2016):
User-Centric Security and Dependability in the Cloud of Clouds.
In: IEEE Cloud Computing Special issue on Cloud Security, 3 (5), pp. 64-75, [Article]

Miettinen, Markus and Huang, Jialin and Nguyen, Thien Duc and Asokan, N. and Sadeghi, Ahmad-Reza (2016):
Poster: Friend or Foe? Context Authentication for Trust Domain Separation in IoT Environments.
In: Proc. 9th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec'16), Darmstadt, Germany, [Conference or Workshop Item]

2015

Do, Trinh Minh Tri and Dousse, Olivier and Miettinen, Markus and Gatica-Perez, Daniel (2015):
A probabilistic kernel method for human mobility prediction with smartphones.
In: Pervasive and Mobile Computing, 20pp. 13-28, DOI: 10.1016/j.pmcj.2014.09.001,
[Article]

Miettinen, Markus and Asokan, N. and Koushanfar, Farinaz and Nguyen, Thien Duc and Rios, Jon and Sadeghi, Ahmad-Reza and Sobhani, Majid and Yellapantula, Sudha (2015):
I know where you are: Proofs of Presence resilient to malicious provers.
In: 10th ACM Symposium on Information, Computer and Communications Security (ASIACCS 2015), [Conference or Workshop Item]

2014

Miettinen, Markus and Asokan, N. and Nguyen, Thien Duc and Sadeghi, Ahmad-Reza and Sobhani, Majid (2014):
Context-Based Zero-Interaction Pairing and Key Evolution for Advanced Personal Devices.
In: Proc. ACM Conference on Computer and Communications Security, ACM, DOI: 10.1145/2660267.2660334,
[Conference or Workshop Item]

Miettinen, Markus and Heuser, Stephan and Kronz, Wiebke and Sadeghi, Ahmad-Reza and Asokan, N. (2014):
ConXsense – Context Profiling and Classification for Context-Aware Access Control (Best Paper Award).
In: Proceedings of the 9th ACM Symposium on Information, Computer and Communications Security (ASIACCS 2014), Kyoto, Japan, DOI: 10.1145/2590296.2590337,
[Conference or Workshop Item]

2013

Laurila, Juha and Gatica-Perez, Daniel and Aad, Imad and Blom, Jan and Bornet, Olivier and Do, Trinh Minh Tri and Dousse, Olivier and Eberle, Julien and Miettinen, Markus (2013):
From big smartphone data to worldwide research: The Mobile Data Challenge.
In: Pervasive and Mobile Computing, 9pp. 752-771, DOI: 10.1016/j.pmcj.2013.07.014,
[Article]

Miettinen, Markus and Heuser, Stephan and Kronz, Wiebke and Sadeghi, Ahmad-Reza and Asokan, N. (2013):
ConXsense – Context Sensing for Adaptive Usable Access Control.
[Report]

2012

Gupta, Aditi and Miettinen, Markus and Asokan, N. and Nagy, Marcin (2012):
Intuitive Security Policy Configuration in Mobile Devices Using Context Profiling.
In: 2012 International Conference on Privacy, Security, Risk and Trust (PASSAT), and 2012 International Confernece on Social Computing (SocialCom), IEEE, Amsterdam, The Netherlands, pp. 471 - 480, ISBN 978-1-4673-5638-1,
DOI: 10.1109/SocialCom-PASSAT.2012.60,
[Conference or Workshop Item]

Gupta, Aditi and Miettinen, Markus and Nagy, Marcin and Asokan, Nadarajah and Wetzel, Alexandre (2012):
PeerSense: Who is near you?
In: Proceedings of the 2012 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Lugano, Switzerland, pp. 516-518, ISBN 978-1-4673-0905-9,
DOI: 10.1109/PerComW.2012.6197553,
[Conference or Workshop Item]

Laurila, Juha and Gatica-Perez, Daniel and Aad, Imad and Blom, Jan and Bornet, Olivier and Do, Trinh-Minh-Tri and Dousse, Olivier and Eberle, Julien and Miettinen, Markus (2012):
The Mobile Data Challenge: Big Data for Mobile Computing Research.
In: Proceedings of the Workshop on the Nokia Mobile Data Challenge, in Conjunction with the 10th International Conference on Pervasive Computing, [Conference or Workshop Item]

2011

Shen, Yiyun and Miettinen, Markus and Moen, Pirjo and Kutvonen, Lea (2011):
Privacy Preservation Approach in Service Ecosystems.
In: 15th IEEE International Enterprise Distributed Object Computing Conference Workshops (EDOCW), IEEE, Helsinki, Finland, pp. 283 - 292, ISBN 978-1-4577-0869-5,
DOI: 10.1109/EDOCW.2011.59,
[Conference or Workshop Item]

Gupta, Aditi and Miettinen, Markus and Asokan, N. (2011):
Using context-profiling to aid in access control decisions on mobile devices.
In: Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), Seattle, WA, USA, pp. 310 - 312, ISBN 978-1-61284-938-6,
DOI: 10.1109/PERCOMW.2011.5766891,
[Conference or Workshop Item]

2010

Miettinen, Markus and Asokan, N. (2010):
Towards security policy decisions based on context profiling.
In: AISec '10, In: Proceedings of the 3rd ACM workshop on Artificial intelligence and security (AISec '10), ACM, Chicago, Illinois, USA, pp. 19-23, ISBN 978-1-4503-0088-9,
DOI: 10.1145/1866423.1866428,
[Conference or Workshop Item]

2009

Kokkinen, Heikki and Heikkinen, Mikko and Miettinen, Markus (2009):
Post-Payment Copyright System versus Online Music Shop: Business Model and Privacy.
In: International Journal on Advances in Security, 2 (2-3), pp. 112-128, [Article]

Halonen, Perttu and Miettinen, Markus and Hätönen, Kimmo Iliadis, L. and Vlahavas, I. and Bramer, M. (eds.) (2009):
Computer Log Anomaly Detection Using Frequent Episodes.
In: IFIP International Federation for Information Processing, In: Artificial Intelligence Applications and Innovations III, Springer US, pp. 417-422, DOI: 10.1007/978-1-4419-0221-4_49,
[Book Section]

2007

Battestini, Agathe and Rossow, Christian and Flanagan, Adrian and Miettinen, Markus (2007):
Creating Next Generation Applications and Services for Mobile Devices: Challenges and Opportunities.
In: Proc. IEEE 18th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2007), Athens, pp. 1-4, ISBN 978-1-4244-1144-3,
DOI: 10.1109/PIMRC.2007.4394846,
[Conference or Workshop Item]

2006

Miettinen, Markus and Halonen, Perttu and Hätönen, Kimmo (2006):
Host-based intrusion detection for advanced mobile devices.
2In: Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), IEEE Computer Society, Vienna, pp. 72-76, ISBN 0-7695-2466-4,
DOI: 10.1109/AINA.2006.192,
[Conference or Workshop Item]

Hätönen, Kimmo and Klemettinen, Mika and Miettinen, Markus Boulicaut, Jean-François and Raedt, Luc De and Mannila, Heikki (eds.) (2006):
Constraint-Based Mining and Inductive Databases.
In: LNCS, In: Constraint-Based Mining and Inductive Databases, Springer, pp. 196-215, DOI: 10.1007/11615576_10,
[Online-Edition: https://link.springer.com/chapter/10.1007%2F11615576_10],
[Book Section]

2003

Hätönen, Kimmo and Halonen, Perttu and Klemettinen, Mika and Miettinen, Markus Boulicaut, J.-F. and Dzeroski, S. (eds.) (2003):
Queryable Lossless Log Database Compression.
In: Proceedings of the Second International Workshop on Knowledge Discovery in Inductive Databases (KDID), pp. 70-79, ISBN 953-6690-34-9,
[Conference or Workshop Item]

Hätönen, Kimmo and Boulicaut, Jean-François and Klemettinen, Mika and Miettinen, Markus and Masson, Cyrille Kambayashi, Y. and Mohania, M. K. and Wöss, W. (eds.) (2003):
Comprehensive log compression with frequent patterns.
2734In: LNCS, In: Proceedings of the 5th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2003), Springer, http://liris.cnrs.fr/~jboulica/dawak03.pdf, pp. 360-370, [Conference or Workshop Item]

This list was generated on Wed Apr 1 04:30:38 2020 CEST.