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 (opens in new tab)

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:

Network and Distributed System Security Symposium (NDSS 2021 (opens in new tab))

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: 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2007 | 2006 | 2003
Number of items: 43.

2021

Fereidooni, Hossein ; Marchal, Samuel ; Miettinen, Markus ; Mirhoseini, Azalia ; Möllering, Helen ; Nguyen, Thien Duc ; Rieger, Phillip ; Sadeghi, Ahmad-Reza ; Schneider, Thomas ; Yalame, Mohammad Hossein ; Zeitouni, Shaza (2021):
SAFELearn: Secure Aggregation for private FEderated Learning.
4th Deep Learning and Security Workshop (DLS'21), virtual Conference, 27.05.2021, [Conference or Workshop Item]

Nguyen, Thien Duc ; Rieger, Phillip ; Yalame, Mohammad Hossein ; Möllering, Helen ; Fereidooni, Hossein ; Marchal, Samuel ; Miettinen, Markus ; Mirhoseini, Azalia ; Sadeghi, Ahmad-Reza ; Schneider, Thomas ; Zeitouni, Shaza (2021):
FLGUARD: Secure and Private Federated Learning.
In: arXiv-Computer Science, In: Crytography and Security, (Preprint), [Article]

2020

Baumgärtner, Lars ; Dmitrienko, Alexandra ; Freisleben, Bernd ; Gruler, Alexander ; Höchst, Jonas ; Kühlberg, Joshua ; Mezini, Mira ; Mitev, Richard ; Miettinen, Markus ; Muhamedagic, Anel ; Nguyen, Thien Duc ; Penning, Alvar ; Pustelnik, Frederik ; Roos, Filipp ; Sadeghi, Ahmad-Reza ; Schwarz, Michael ; Uhl, Christian (2020):
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps.
In: Proceedings : 2020 IEEE 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, pp. 458-467,
IEEE, TrustCom 2020, virtual Conference, 29.12.2020-01.01.2021, ISBN 978-0-7381-4380-4,
[Conference or Workshop Item]

Nguyen, Thien Duc ; Miettinen, Markus ; Sadeghi, Ahmad-Reza (2020):
Long Live Randomization: On Privacy-Preserving Contact Tracing in Pandemic.
In: MTD'20: Proceedings of the 7th ACM Workshop on Moving Target Defense,
ACM, CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security, virtual Conference, 09.-13.11.2020, ISBN 978-1-4503-8085-0,
DOI: 10.1145/3411496.3421229,
[Conference or Workshop Item]

Nguyen, Thien Duc ; Rieger, Phillip ; Miettinen, Markus ; Sadeghi, Ahmad-Reza (2020):
Poisoning Attacks on Federated Learning-based IoT Intrusion Detection System.
Workshop on Decentralized IoT Systems and Security (DISS) @ NDSS Symposium 2020, San Diego, USA, 23.-26.02. 2020, [Conference or Workshop Item]

Acar, Abbas ; Fereidooni, Hossein ; Abera, Tigist ; Sikder, Amit Kumsr ; Miettinen, Markus ; Aksu, Hidayet ; Conti, Mauro ; Sadeghi, Ahmad-Reza (2020):
Peek-a-Boo: I see your smart home activities, even encrypted!
pp. 207-218, WiSec 2020: 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks, virtual Conference, July 08.-10., 2020, [Conference or Workshop Item]

Mitev, Richard ; Pazii, Anna ; Miettinen, Markus ; Enck, William ; Sadeghi, Ahmad-Reza (2020):
LeakyPick: IoT Audio Spy Detector.
In: ICPS Proceedings, In: ACSAC '20: Annual Computer Security Applications Conference, pp. 694-705,
ACM, 36th Annual Computer Security Applications Conference, virtual Conference, 07.-11.12.2020, ISBN 978-1-4503-8858-0,
DOI: 10.1145/3427228.3427277,
[Conference or Workshop Item]

2019

Mitev, Richard ; Miettinen, Markus ; Sadeghi, Ahmad-Reza (2019):
Alexa Lied to Me: Skill-based Man-in-the-Middle Attacks on Virtual Assistants.
ACM, ASIACCS 2019, Auckland, New Zealand, Juli 2019, DOI: 10.1145/3321705.3329842,
[Conference or Workshop Item]

Marchal, Samuel ; Miettinen, Markus ; Nguyen, Thien Duc ; Sadeghi, Ahmad-Reza ; 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,
[Article]

OConnor, TJ ; Mohamed, Reham ; Miettinen, Markus ; Enck, William ; Reaves, Bradley ; Sadeghi, Ahmad-Reza (2019):
HomeSnitch: Behavior Transparency and Control for Smart Home IoT Devices.
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 ; Marchal, Samuel ; Miettinen, Markus ; Fereidooni, Hossein ; Asokan, N. ; 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 ; Miettinen, Markus ; Nguyen, Thien Duc ; Sadeghi, Ahmad-Reza ; 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,
[Ph.D. Thesis]

Mohamed, Reham ; O'Connor, Terrance ; Miettinen, Markus ; Enck, William ; 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 ; 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, CODES+ISSS 2018, part of ESWEEK 2018, Torino, Italy, September 30 - October 5, 2018, [Conference or Workshop Item]

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

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

Asokan, N. ; 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,
[Article]

2017

Fereidooni, Hossein ; Classen, Jiska ; Spink, Tom ; Patras, Paul ; Miettinen, Markus ; Sadeghi, Ahmad-Reza ; Hollick, Matthias ; 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 ; Frassetto, Tommaso ; Miettinen, Markus ; Sadeghi, Ahmad-Reza ; 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 ; Marchal, Samuel ; Hafeez, Ibbad ; Frassetto, Tommaso ; Asokan, N. ; Sadeghi, Ahmad-Reza ; 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 ; Marchal, Samuel ; Hafeez, Ibbad ; Asokan, N. ; Sadeghi, Ahmad-Reza ; 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 ; Sousa, Paulo ; Neves, Nuno ; Miettinen, Markus ; Ramos, Fernando M.V. ; Vukolic, Marko ; Charmet, Fabien ; Yaich, Reda ; Oborzynski, Krzysztof ; 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 ; Huang, Jialin ; Nguyen, Thien Duc ; Asokan, N. ; 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 ; Dousse, Olivier ; Miettinen, Markus ; Gatica-Perez, Daniel (2015):
A probabilistic kernel method for human mobility prediction with smartphones.
In: Pervasive and Mobile Computing, 20, pp. 13-28. DOI: 10.1016/j.pmcj.2014.09.001,
[Article]

Miettinen, Markus ; Asokan, N. ; Koushanfar, Farinaz ; Nguyen, Thien Duc ; Rios, Jon ; Sadeghi, Ahmad-Reza ; Sobhani, Majid ; 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 ; Asokan, N. ; Nguyen, Thien Duc ; Sadeghi, Ahmad-Reza ; 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 ; Heuser, Stephan ; Kronz, Wiebke ; Sadeghi, Ahmad-Reza ; 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 ; Gatica-Perez, Daniel ; Aad, Imad ; Blom, Jan ; Bornet, Olivier ; Do, Trinh Minh Tri ; Dousse, Olivier ; Eberle, Julien ; Miettinen, Markus (2013):
From big smartphone data to worldwide research: The Mobile Data Challenge.
In: Pervasive and Mobile Computing, 9, pp. 752-771. DOI: 10.1016/j.pmcj.2013.07.014,
[Article]

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

2012

Gupta, Aditi ; Miettinen, Markus ; Asokan, N. ; 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), pp. 471 - 480,
IEEE, Amsterdam, The Netherlands, ISBN 978-1-4673-5638-1,
DOI: 10.1109/SocialCom-PASSAT.2012.60,
[Conference or Workshop Item]

Laurila, Juha ; Gatica-Perez, Daniel ; Aad, Imad ; Blom, Jan ; Bornet, Olivier ; Do, Trinh Minh Tri ; Dousse, Olivier ; Eberle, Julien ; 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]

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

2011

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

Gupta, Aditi ; Miettinen, Markus ; 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), pp. 310 - 312,
Seattle, WA, USA, ISBN 978-1-61284-938-6,
DOI: 10.1109/PERCOMW.2011.5766891,
[Conference or Workshop Item]

2010

Miettinen, Markus ; 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), pp. 19-23,
ACM, Chicago, Illinois, USA, ISBN 978-1-4503-0088-9,
DOI: 10.1145/1866423.1866428,
[Conference or Workshop Item]

2009

Kokkinen, Heikki ; Heikkinen, Mikko ; 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 ; Miettinen, Markus ; Hätönen, Kimmo
Iliadis, L. ; Vlahavas, I. ; Bramer, M. (eds.) (2009):
Computer Log Anomaly Detection Using Frequent Episodes.
In: IFIP International Federation for Information Processing, 296, In: Artificial Intelligence Applications and Innovations III, pp. 417-422, Springer US, ISBN 978-1-4419-0220-7,
DOI: 10.1007/978-1-4419-0221-4_49,
[Book Section]

2007

Battestini, Agathe ; Rossow, Christian ; Flanagan, Adrian ; 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), pp. 1-4,
Athens, ISBN 978-1-4244-1144-3,
DOI: 10.1109/PIMRC.2007.4394846,
[Conference or Workshop Item]

2006

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

Hätönen, Kimmo ; Klemettinen, Mika ; Miettinen, Markus
Boulicaut, Jean-François ; Raedt, Luc De ; Mannila, Heikki (eds.) (2006):
Constraint-Based Mining and Inductive Databases.
In: LNCS, 3848, In: Constraint-Based Mining and Inductive Databases, pp. 196-215, Springer, ISBN 978-3-540-31331-1,
DOI: 10.1007/11615576_10,
[Book Section]

2003

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

This list was generated on Mon Nov 29 05:47:39 2021 CET.