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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 (09.08.2023-11.08.2023)
Konferenzveröffentlichung, 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 (24.04.2022-28.04.2022)
doi: 10.14722/ndss.2022.23156
Konferenzveröffentlichung, 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 (10.08.2022-12.08.2022)
Konferenzveröffentlichung, 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 (24.04.2022-28.04.2022)
doi: 10.14722/ndss.2022.23153
Konferenzveröffentlichung, 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 (27.05.2021-27.05.2021)
Konferenzveröffentlichung, 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)
Konferenzveröffentlichung, 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 (09.11.2020-13.11.2020)
doi: 10.1145/3411496.3421229
Konferenzveröffentlichung, 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 (07.12.2020-11.12.2020)
doi: 10.1145/3427228.3427277
Konferenzveröffentlichung, 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 (08.07.2020-10.07.2020)
Konferenzveröffentlichung, 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 (23.02.2020-26.02.2020)
Konferenzveröffentlichung, 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 (09.07.2019-11.07.2019)
doi: 10.1145/3321705.3329842
Konferenzveröffentlichung, Erstveröffentlichung
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
Artikel, 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
Konferenzveröffentlichung, 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.
Konferenzveröffentlichung, 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
Artikel, Bibliographie
Miettinen, Markus (2019)
Context and communication profiling for IoT security and privacy: techniques and applications.
Technische Universität Darmstadt
Dissertation, Erstveröffentlichung
Mohamed, Reham ; O'Connor, Terrance ; Miettinen, Markus ; Enck, William ; Sadeghi, Ahmad-Reza
Hrsg.: 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
Buchkapitel, 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 (30.09.2018-05.10.2018)
Konferenzveröffentlichung, 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 (24.06.2018-29.06.2018)
Konferenzveröffentlichung, 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
Artikel, 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
Artikel, 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
Konferenzveröffentlichung, 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
Konferenzveröffentlichung, 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
Konferenzveröffentlichung, 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
Konferenzveröffentlichung, 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)
Artikel, 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
Konferenzveröffentlichung, 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
Artikel, 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.
Konferenzveröffentlichung, 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
Konferenzveröffentlichung, 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
Konferenzveröffentlichung, 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
Artikel, 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
Konferenzveröffentlichung, 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.
Konferenzveröffentlichung, 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
Konferenzveröffentlichung, Bibliographie
Shen, Yiyun ; Miettinen, Markus ; Moen, Pirjo ; Kutvonen, Lea (2011)
Privacy Preservation Approach in Service Ecosystems.
Helsinki, Finland
doi: 10.1109/EDOCW.2011.59
Konferenzveröffentlichung, 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 (21.03.2011-25.03.2011)
doi: 10.1109/PERCOMW.2011.5766891
Konferenzveröffentlichung, Bibliographie
Miettinen, Markus ; Asokan, N. (2010)
Towards security policy decisions based on context profiling.
Chicago, Illinois, USA
doi: 10.1145/1866423.1866428
Konferenzveröffentlichung, 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)
Artikel, Bibliographie
Halonen, Perttu ; Miettinen, Markus ; Hätönen, Kimmo
Hrsg.: 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
Buchkapitel, 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
Konferenzveröffentlichung, Bibliographie
Miettinen, Markus ; Halonen, Perttu ; Hätönen, Kimmo (2006)
Host-based intrusion detection for advanced mobile devices.
Vienna
doi: 10.1109/AINA.2006.192
Konferenzveröffentlichung, Bibliographie
Hätönen, Kimmo ; Klemettinen, Mika ; Miettinen, Markus
Hrsg.: 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
Buchkapitel, Bibliographie
Hätönen, Kimmo ; Boulicaut, Jean-François ; Klemettinen, Mika ; Miettinen, Markus ; Masson, Cyrille
Hrsg.: Kambayashi, Y. ; Mohania, M. K. ; Wöss, W. (2003)
Comprehensive log compression with frequent patterns.
http://liris.cnrs.fr/~jboulica/dawak03.pdf
Konferenzveröffentlichung, Bibliographie
Hätönen, Kimmo ; Halonen, Perttu ; Klemettinen, Mika ; Miettinen, Markus
Hrsg.: Boulicaut, J.-F. ; Dzeroski, S. (2003)
Queryable Lossless Log Database Compression.
Konferenzveröffentlichung, Bibliographie