Rieger, Phillip ; Chilese, Marco ; Mohamed, Reham ; Miettinen, Markus ; Fereidooni, Hossein ; Sadeghi, Ahmad-Reza (2023)
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks.
32nd USENIX Security Symposium. Anaheim, USA (09.-11.08.2023)
Conference or Workshop Item, Bibliographie

Rieger, Phillip ; Nguyen, Thien Duc ; Miettinen, Markus ; Sadeghi, Ahmad-Reza (2022)
DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection.
Network and Distributed Systems Security (NDSS) Symposium 2022. San Diego, USA (24.-28.04.2022)
doi: 10.14722/ndss.2022.23156
Conference or Workshop Item, Bibliographie

Nguyen, Thien Duc ; Rieger, Phillip ; Chen, Huili ; Yalame, Mohammad Hossein ; Möllering, Helen ; Fereidooni, Hossein ; Marchal, Samuel ; Miettinen, Markus ; Mirhoseini, Azalia ; Zeitouni, Shaza ; Koushanfar, Farinaz ; Sadeghi, Ahmad-Reza ; Schneider, Thomas (2022)
FLAME: Taming Backdoors in Federated Learning.
31st USENIX Security Symposium (USENIX Security 22). Boston, USA (10.-12.08.2022)
Conference or Workshop Item, Bibliographie

Fereidooni, Hossein ; Dmitrienko, Alexandra ; Rieger, Phillip ; Miettinen, Markus ; Sadeghi, Ahmad-Reza ; Madlener, Felix (2022)
FedCRI: Federated Mobile Cyber-Risk Intelligence.
Network and Distributed Systems Security (NDSS) Symposium 2022. San Diego, USA (24.-28.04.2022)
doi: 10.14722/ndss.2022.23153
Conference or Workshop Item, Bibliographie

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, Bibliographie

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.
Report, Bibliographie

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.
TrustCom 2020. virtual Conference (29.12.2020-01.01.2021)
Conference or Workshop Item, Bibliographie

Nguyen, Thien Duc ; Miettinen, Markus ; Sadeghi, Ahmad-Reza (2020)
Long Live Randomization: On Privacy-Preserving Contact Tracing in Pandemic.
CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security. virtual Conference (09.-13.11.2020)
doi: 10.1145/3411496.3421229
Conference or Workshop Item, Bibliographie

Mitev, Richard ; Pazii, Anna ; Miettinen, Markus ; Enck, William ; Sadeghi, Ahmad-Reza (2020)
LeakyPick: IoT Audio Spy Detector.
36th Annual Computer Security Applications Conference. virtual Conference (07.-11.12.2020)
doi: 10.1145/3427228.3427277
Conference or Workshop Item, Bibliographie

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!
WiSec 2020: 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks. virtual Conference (July 08.-10., 2020)
Conference or Workshop Item, Bibliographie

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, Bibliographie

Mitev, Richard ; Miettinen, Markus ; Sadeghi, Ahmad-Reza (2019)
Alexa Lied to Me: Skill-based Man-in-the-Middle Attacks on Virtual Assistants.
ASIACCS 2019. Auckland, New Zealand (July 9 - 12, 2019)
doi: 10.1145/3321705.3329842
Conference or Workshop Item, Primary publication

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
Article, Bibliographie

O'Connor, T. J. ; 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, Bibliographie

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.
Conference or Workshop Item, Bibliographie

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, Bibliographie

Miettinen, Markus (2019)
Context and communication profiling for IoT security and privacy: techniques and applications.
Technische Universität Darmstadt
Ph.D. Thesis, Primary publication

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

Miettinen, Markus ; Sadeghi, Ahmad-Reza (2018)
Internet of things or threats?: on building trust in IoT (keynote). 1:1-1:9.
CODES+ISSS 2018, part of ESWEEK 2018. Torino, Italy (September 30 - October 5, 2018)
Conference or Workshop Item, Bibliographie

Miettinen, Markus ; Nguyen, Thien Duc ; Asokan, N. ; Sadeghi, Ahmad-Reza (2018)
Revisiting Context-Based Pairing in IoT.
55th Design Automation Conference (DAC). San Francisco, CA, USA (24.-29.06. 2018)
Conference or Workshop Item, Bibliographie

Asokan, N. ; Miettinen, Markus (2018)
Ad-Hoc Key Agreement: a Brief History and the Challenges Ahead.
In: Computer Communications
doi: 10.1016/j.comcom.2018.07.030
Article, Bibliographie

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, Bibliographie

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.
Atlanta, Georgia, USA
Conference or Workshop Item, Bibliographie

Fereidooni, Hossein ; Frassetto, Tommaso ; Miettinen, Markus ; Sadeghi, Ahmad-Reza ; Conti, Mauro (2017)
Fitness Trackers: Fit for Health but Unfit for Security and Privacy.
Philadelphia, Pennsylvania, USA
Conference or Workshop Item, Bibliographie

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.
Atlanta, GA, USA
doi: 10.1109/ICDCS.2017.284
Conference or Workshop Item, Bibliographie

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.
doi: 10.1109/ICDCS.2017.283
Conference or Workshop Item, Bibliographie

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)
Article, Bibliographie

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.
Darmstadt, Germany
Conference or Workshop Item, Bibliographie

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
doi: 10.1016/j.pmcj.2014.09.001
Article, Bibliographie

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.
Conference or Workshop Item, Bibliographie

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.
doi: 10.1145/2660267.2660334
Conference or Workshop Item, Bibliographie

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).
Kyoto, Japan
doi: 10.1145/2590296.2590337
Conference or Workshop Item, Bibliographie

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
doi: 10.1016/j.pmcj.2013.07.014
Article, Bibliographie

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

Gupta, Aditi ; Miettinen, Markus ; Asokan, N. ; Nagy, Marcin (2012)
Intuitive Security Policy Configuration in Mobile Devices Using Context Profiling.
Amsterdam, The Netherlands
doi: 10.1109/SocialCom-PASSAT.2012.60
Conference or Workshop Item, Bibliographie

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.
Conference or Workshop Item, Bibliographie

Gupta, Aditi ; Miettinen, Markus ; Nagy, Marcin ; Asokan, Nadarajah ; Wetzel, Alexandre (2012)
PeerSense: Who is near you?
Lugano, Switzerland
doi: 10.1109/PerComW.2012.6197553
Conference or Workshop Item, Bibliographie

Shen, Yiyun ; Miettinen, Markus ; Moen, Pirjo ; Kutvonen, Lea (2011)
Privacy Preservation Approach in Service Ecosystems.
Helsinki, Finland
doi: 10.1109/EDOCW.2011.59
Conference or Workshop Item, Bibliographie

Gupta, Aditi ; Miettinen, Markus ; Asokan, N. (2011)
Using context-profiling to aid in access control decisions on mobile devices.
10th Annual IEEE International Conference on Perasive Computing and Communications Workshops. Seattle, USA (21.-25.03.2011)
doi: 10.1109/PERCOMW.2011.5766891
Conference or Workshop Item, Bibliographie

Miettinen, Markus ; Asokan, N. (2010)
Towards security policy decisions based on context profiling.
Chicago, Illinois, USA
doi: 10.1145/1866423.1866428
Conference or Workshop Item, Bibliographie

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)
Article, Bibliographie

Halonen, Perttu ; Miettinen, Markus ; Hätönen, Kimmo
eds.: Iliadis, L. ; Vlahavas, I. ; Bramer, M. (2009)
Computer Log Anomaly Detection Using Frequent Episodes.
In: Artificial Intelligence Applications and Innovations III
doi: 10.1007/978-1-4419-0221-4_49
Book Section, Bibliographie

Battestini, Agathe ; Rossow, Christian ; Flanagan, Adrian ; Miettinen, Markus (2007)
Creating Next Generation Applications and Services for Mobile Devices: Challenges and Opportunities.
Athens
doi: 10.1109/PIMRC.2007.4394846
Conference or Workshop Item, Bibliographie

Miettinen, Markus ; Halonen, Perttu ; Hätönen, Kimmo (2006)
Host-based intrusion detection for advanced mobile devices.
Vienna
doi: 10.1109/AINA.2006.192
Conference or Workshop Item, Bibliographie

Hätönen, Kimmo ; Klemettinen, Mika ; Miettinen, Markus
eds.: Boulicaut, Jean-François ; Raedt, Luc De ; Mannila, Heikki (2006)
Constraint-Based Mining and Inductive Databases.
In: Constraint-Based Mining and Inductive Databases
doi: 10.1007/11615576_10
Book Section, Bibliographie

Hätönen, Kimmo ; Boulicaut, Jean-François ; Klemettinen, Mika ; Miettinen, Markus ; Masson, Cyrille
eds.: Kambayashi, Y. ; Mohania, M. K. ; Wöss, W. (2003)
Comprehensive log compression with frequent patterns.
http://liris.cnrs.fr/~jboulica/dawak03.pdf
Conference or Workshop Item, Bibliographie

Hätönen, Kimmo ; Halonen, Perttu ; Klemettinen, Mika ; Miettinen, Markus
eds.: Boulicaut, J.-F. ; Dzeroski, S. (2003)
Queryable Lossless Log Database Compression.
Conference or Workshop Item, Bibliographie