Markus Miettinen

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 41

Top Venues

CoRR

ICDCS

IACR Cryptol. ePrint Arch.

AsiaCCS

Darmstadt University of Technology, Germany (PHD)

Education History

Darmstadt University of Technology, Germany

PHD

Publications

Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges. IEEE Trans. Emerg. Top. Comput. 12 (2) (2024)
Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks. CoRR (2023)
Philipp Pütz, Richard Mitev, Markus Miettinen, Ahmad-Reza Sadeghi
Unleashing IoT Security: Assessing the Effectiveness of Best Practices in Protecting Against Threats. CoRR (2023)
Philipp Pütz, Richard Mitev, Markus Miettinen, Ahmad-Reza Sadeghi
Unleashing IoT Security: Assessing the Effectiveness of Best Practices in Protecting Against Threats. ACSAC (2023)
Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks. USENIX Security Symposium (2023)
Phillip Rieger, Thien Duc Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection. CoRR (2022)
Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges. CoRR (2022)
Phillip Rieger, Thien Duc Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection. NDSS (2022)
Hossein Fereidooni, Alexandra Dmitrienko, Phillip Rieger, Markus Miettinen, Ahmad-Reza Sadeghi, Felix Madlener
FedCRI: Federated Mobile Cyber-Risk Intelligence. NDSS (2022)
Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges. IACR Cryptol. ePrint Arch. 2022 (2022)
Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider
FLAME: Taming Backdoors in Federated Learning. USENIX Security Symposium (2022)
Phillip Rieger, Torsten Krauß, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
Close the Gate: Detecting Backdoored Models in Federated Learning based on Client-Side Deep Layer Output Analysis. CoRR (2022)
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
FLGUARD: Secure and Private Federated Learning. CoRR (2021)
Hanne S. Antila, Tiago M. Ferreira, Samuli Ollila, Markus Miettinen
Using Open Data to Rapidly Benchmark Biomolecular Simulations: Phospholipid Conformational Dynamics. J. Chem. Inf. Model. 61 (2) (2021)
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
FLGUARD: Secure and Private Federated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
SAFELearn: Secure Aggregation for private FEderated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
SAFELearn: Secure Aggregation for private FEderated Learning. SP Workshops (2021)
Thien Duc Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
Long Live Randomization: On Privacy-preserving Contact Tracing in Pandemic. MTD@CCS (2020)
Lars Baumgärtner, Alexandra Dmitrienko, Bernd Freisleben, Alexander Gruler, Jonas Höchst, Joshua Kühlberg, Mira Mezini, Richard Mitev, Markus Miettinen, Anel Muhamedagic, Thien Duc Nguyen, Alvar Penning, Dermot Frederik Pustelnik, Filipp Roos, Ahmad-Reza Sadeghi, Michael Schwarz, Christian Uhl
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps. TrustCom (2020)
Lars Baumgärtner, Alexandra Dmitrienko, Bernd Freisleben, Alexander Gruler, Jonas Höchst, Joshua Kühlberg, Mira Mezini, Markus Miettinen, Anel Muhamedagic, Thien Duc Nguyen, Alvar Penning, Dermot Frederik Pustelnik, Filipp Roos, Ahmad-Reza Sadeghi, Michael Schwarz, Christian Uhl
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps. CoRR (2020)
Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, A. Selcuk Uluagac
Peek-a-boo: i see your smart home activities, even encrypted! WISEC (2020)
Richard Mitev, Anna Pazii, Markus Miettinen, William Enck, Ahmad-Reza Sadeghi
LeakyPick: IoT Audio Spy Detector. CoRR (2020)
Richard Mitev, Anna Pazii, Markus Miettinen, William Enck, Ahmad-Reza Sadeghi
LeakyPick: IoT Audio Spy Detector. ACSAC (2020)
Samuel Marchal, Markus Miettinen, Thien Duc Nguyen, Ahmad-Reza Sadeghi, N. Asokan
AuDI: Toward Autonomous IoT Device-Type Identification Using Periodic Communication. IEEE J. Sel. Areas Commun. 37 (6) (2019)
Richard Mitev, Markus Miettinen, Ahmad-Reza Sadeghi
Alexa Lied to Me: Skill-based Man-in-the-Middle Attacks on Virtual Assistants. AsiaCCS (2019)
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi
DÏoT: A Federated Self-learning Anomaly Detection System for IoT. ICDCS (2019)
T. J. OConnor, Reham Mohamed, Markus Miettinen, William Enck, Bradley Reaves, Ahmad-Reza Sadeghi
HomeSnitch: behavior transparency and control for smart home IoT devices. WiSec (2019)
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Minh Hoang Dang, N. Asokan, Ahmad-Reza Sadeghi
DÏoT: A Crowdsourced Self-learning Approach for Detecting Compromised IoT Devices. CoRR (2018)
Markus Miettinen, Paul C. van Oorschot, Ahmad-Reza Sadeghi
Baseline functionality for security and control of commodity IoT devices and domain-controlled device lifecycle management. CoRR (2018)
Markus Miettinen, Ahmad-Reza Sadeghi
Internet of things or threats?: on building trust in IoT (keynote). CODES+ISSS (2018)
Markus Miettinen, N. Asokan
Ad-hoc key agreement: A brief history and the challenges ahead. Comput. Commun. 131 (2018)
Markus Miettinen, Thien Duc Nguyen, Ahmad-Reza Sadeghi, N. Asokan
Revisiting context-based authentication in IoT. DAC (2018)
Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, A. Selcuk Uluagac
Peek-a-Boo: I see your smart home activities, even encrypted! CoRR (2018)
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT. ICDCS (2017)
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, Tommaso Frassetto, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT. ICDCS (2017)
Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit. CoRR (2017)
Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
Breaking Fitness Records Without Moving: Reverse Engineering and Spoofing Fitbit. RAID (2017)
Hossein Fereidooni, Tommaso Frassetto, Markus Miettinen, Ahmad-Reza Sadeghi, Mauro Conti
Fitness Trackers: Fit for Health but Unfit for Security and Privacy. CHASE (2017)
Marc Lacoste, Markus Miettinen, Nuno Neves, Fernando M. V. Ramos, Marko Vukolic, Fabien Charmet, Reda Yaich, Krzysztof Oborzynski, Gitesh Vernekar, Paulo Sousa
User-Centric Security and Dependability in the Clouds-of-Clouds. IEEE Cloud Comput. 3 (5) (2016)
Markus Miettinen, Jialin Huang, Thien Duc Nguyen, N. Asokan, Ahmad-Reza Sadeghi
POSTER: Friend or Foe? Context Authentication for Trust Domain Separation in IoT Environments. WISEC (2016)
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT. CoRR (2016)
Trinh Minh Tri Do, Olivier Dousse, Markus Miettinen, Daniel Gatica-Perez
A probabilistic kernel method for human mobility prediction with smartphones. Pervasive Mob. Comput. 20 (2015)
Markus Miettinen, N. Asokan, Farinaz Koushanfar, Thien Duc Nguyen, Jon Rios, Ahmad-Reza Sadeghi, Majid Sobhani, Sudha Yellapantula
I Know Where You are: Proofs of Presence Resilient to Malicious Provers. AsiaCCS (2015)
Heidi Laine, Leo Lahti, Anne Lehto, Samuli Ollila, Markus Miettinen
Beyond open access: the changing culture of producing and disseminating scientific knowledge. MindTrek (2015)
Jérémie Mortier, Elisabeth K. Nyakatura, Oliver Reimann, Susanne Huhmann, Jan O. Daldrop, Carsten Baldauf, Gerhard Wolber, Markus Miettinen, Beate Koksch
Coiled-Coils in Phage Display Screening: Insight into Exceptional Selectivity Provided by Molecular Dynamics. J. Chem. Inf. Model. 55 (3) (2015)
Markus Miettinen, N. Asokan, Thien Duc Nguyen, Ahmad-Reza Sadeghi, Majid Sobhani
Context-Based Zero-Interaction Pairing and Key Evolution for Advanced Personal Devices. CCS (2014)
Markus Miettinen, Stephan Heuser, Wiebke Kronz, Ahmad-Reza Sadeghi, N. Asokan
ConXsense: automated context classification for context-aware access control. AsiaCCS (2014)
Jérémie Mortier, Elisabeth K. Nyakatura, Markus Miettinen, Carsten Baldauf, Gerhard Wolber, Beate Koksch
Balancing selectivity vs stability using molecular dynamics and umbrella sampling. J. Cheminformatics 6 (S-1) (2014)
Juha K. Laurila, Daniel Gatica-Perez, Imad Aad, Jan Blom, Olivier Bornet, Trinh Minh Tri Do, Olivier Dousse, Julien Eberle, Markus Miettinen
From big smartphone data to worldwide research: The Mobile Data Challenge. Pervasive Mob. Comput. 9 (6) (2013)
Markus Miettinen, Stephan Heuser, Wiebke Kronz, Ahmad-Reza Sadeghi, N. Asokan
ConXsense - Context Sensing for Adaptive Usable Access Control. CoRR (2013)
Aditi Gupta, Markus Miettinen, N. Asokan, Marcin Nagy
Intuitive Security Policy Configuration in Mobile Devices Using Context Profiling. SocialCom/PASSAT (2012)
Aditi Gupta, Markus Miettinen, Marcin Nagy, N. Asokan, Alexandre Wetzel
PeerSense: Who is near you? PerCom Workshops (2012)
Yiyun Shen, Markus Miettinen, Pirjo Moen, Lea Kutvonen
Privacy Preservation Approach in Service Ecosystems. EDOCW (2011)
Aditi Gupta, Markus Miettinen, N. Asokan
Using context-profiling to aid access control decisions in mobile devices. PerCom Workshops (2011)
Markus Miettinen, N. Asokan
Towards security policy decisions based on context profiling. AISec (2010)
Perttu Halonen, Markus Miettinen, Kimmo Hätönen
Computer Log Anomaly Detection Using Frequent Episodes. AIAI (2009)
Agathe Battestini, Christian Del Rosso, Adrian Flanagan, Markus Miettinen
Creating Next Generation Applications and Services for Mobile Devices: Challenges and Opportunities. PIMRC (2007)
Markus Miettinen, Perttu Halonen
Host-Based Intrusion Detection for Advanced Mobile Devices. AINA (2) (2006)
Kimmo Hätönen, Mika Klemettinen, Markus Miettinen
Remarks on the Industrial Application of Inductive Database Technologies. Constraint-Based Mining and Inductive Databases (2004)
Kimmo Hätönen, Jean-François Boulicaut, Mika Klemettinen, Markus Miettinen, Cyrille Masson
Comprehensive Log Compression with Frequent Patterns. DaWaK (2003)
Kimmo Hätönen, Perttu Halonen, Mika Klemettinen, Markus Miettinen
Queryable Lossless Log Database Compression. KDID (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Markus Miettinen