Markus Miettinen

63 papers A* 7A 9B 4Misc 2Journal 26Unranked 14
YearRankTypeTitle / Venue / Authors
2024 A* conf
CrowdGuard: Federated Backdoor Detection in Federated Learning.
NDSS
Phillip Rieger, Torsten Krauß, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
2024 J jnl
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges.
IEEE Trans. Emerg. Top. Comput.
Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
2023 A* conf
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks.
USENIX Security Symposium
Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi
2023 J jnl
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks.
CoRR
Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi
2023 A conf
Unleashing IoT Security: Assessing the Effectiveness of Best Practices in Protecting Against Threats.
ACSAC
Philipp Pütz, Richard Mitev, Markus Miettinen, Ahmad-Reza Sadeghi
2023 J jnl
Unleashing IoT Security: Assessing the Effectiveness of Best Practices in Protecting Against Threats.
CoRR
Philipp Pütz, Richard Mitev, Markus Miettinen, Ahmad-Reza Sadeghi
2022 J jnl
Close the Gate: Detecting Backdoored Models in Federated Learning based on Client-Side Deep Layer Output Analysis.
CoRR
Phillip Rieger, Torsten Krauß, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
2022 A* conf
DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection.
NDSS
Phillip Rieger, Thien Duc Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
2022 J jnl
DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection.
CoRR
Phillip Rieger, Thien Duc Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
2022 J jnl
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges.
CoRR
Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
2022 J jnl
Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges.
IACR Cryptol. ePrint Arch.
Thien Duc Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
2022 A* conf
FLAME: Taming Backdoors in Federated Learning.
USENIX Security Symposium
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
2022 A* conf
FedCRI: Federated Mobile Cyber-Risk Intelligence.
NDSS
Hossein Fereidooni, Alexandra Dmitrienko, Phillip Rieger, Markus Miettinen, Ahmad-Reza Sadeghi, Felix Madlener
2021 J jnl
FLGUARD: Secure and Private Federated Learning.
CoRR
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2021 J jnl
FLGUARD: Secure and Private Federated Learning.
IACR Cryptol. ePrint Arch.
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
2021 — conf
SAFELearn: Secure Aggregation for private FEderated Learning.
SP (Workshops)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
2021 J jnl
SAFELearn: Secure Aggregation for private FEderated Learning.
IACR Cryptol. ePrint Arch.
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
2021 J jnl
Using Open Data to Rapidly Benchmark Biomolecular Simulations: Phospholipid Conformational Dynamics.
J. Chem. Inf. Model.
Hanne S. Antila, Tiago M. Ferreira, Samuli Ollila, Markus Miettinen
2020 A conf
LeakyPick: IoT Audio Spy Detector.
ACSAC
Richard Mitev, Anna Pazii, Markus Miettinen, William Enck, Ahmad-Reza Sadeghi
2020 J jnl
LeakyPick: IoT Audio Spy Detector.
CoRR
Richard Mitev, Anna Pazii, Markus Miettinen, William Enck, Ahmad-Reza Sadeghi
2020 — conf
Long Live Randomization: On Privacy-preserving Contact Tracing in Pandemic.
MTD@CCS
Thien Duc Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
2020 B conf
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps.
TrustCom
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
2020 J jnl
Mind the GAP: Security & Privacy Risks of Contact Tracing Apps.
CoRR
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
2020 — conf
Peek-a-boo: i see your smart home activities, even encrypted!
WISEC
Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, A. Selcuk Uluagac
2019 A conf
Alexa Lied to Me: Skill-based Man-in-the-Middle Attacks on Virtual Assistants.
AsiaCCS
Richard Mitev, Markus Miettinen, Ahmad-Reza Sadeghi
2019 J jnl
AuDI: Toward Autonomous IoT Device-Type Identification Using Periodic Communication.
IEEE J. Sel. Areas Commun.
Samuel Marchal, Markus Miettinen, Thien Duc Nguyen, Ahmad-Reza Sadeghi, N. Asokan
2019 — —
Context and communication profiling for IoT security and privacy: techniques and applications.
Markus Miettinen
2019 A conf
DÏoT: A Federated Self-learning Anomaly Detection System for IoT.
ICDCS
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi
2019 — conf
HomeSnitch: behavior transparency and control for smart home IoT devices.
WiSec
T. J. OConnor, Reham Mohamed, Markus Miettinen, William Enck, Bradley Reaves, Ahmad-Reza Sadeghi
2018 J jnl
Ad-hoc key agreement: A brief history and the challenges ahead.
Comput. Commun.
Markus Miettinen, N. Asokan
2018 J jnl
Baseline functionality for security and control of commodity IoT devices and domain-controlled device lifecycle management.
CoRR
Markus Miettinen, Paul C. van Oorschot, Ahmad-Reza Sadeghi
2018 J jnl
DÏoT: A Crowdsourced Self-learning Approach for Detecting Compromised IoT Devices.
CoRR
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Minh Hoang Dang, N. Asokan, Ahmad-Reza Sadeghi
2018 Misc conf
Internet of things or threats?: on building trust in IoT (keynote).
CODES+ISSS
Markus Miettinen, Ahmad-Reza Sadeghi
2018 J jnl
Peek-a-Boo: I see your smart home activities, even encrypted!
CoRR
Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, A. Selcuk Uluagac
2018 A* conf
Revisiting context-based authentication in IoT.
DAC
Markus Miettinen, Thien Duc Nguyen, Ahmad-Reza Sadeghi, N. Asokan
2017 A conf
Breaking Fitness Records Without Moving: Reverse Engineering and Spoofing Fitbit.
RAID
Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
2017 J jnl
Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit.
CoRR
Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
2017 B conf
Fitness Trackers: Fit for Health but Unfit for Security and Privacy.
CHASE
Hossein Fereidooni, Tommaso Frassetto, Markus Miettinen, Ahmad-Reza Sadeghi, Mauro Conti
2017 A conf
IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT.
ICDCS
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2017 A conf
IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT.
ICDCS
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, Tommaso Frassetto, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2016 J jnl
IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT.
CoRR
Markus Miettinen, Samuel Marchal, Ibbad Hafeez, N. Asokan, Ahmad-Reza Sadeghi, Sasu Tarkoma
2016 — conf
POSTER: Friend or Foe? Context Authentication for Trust Domain Separation in IoT Environments.
WISEC
Markus Miettinen, Jialin Huang, Thien Duc Nguyen, N. Asokan, Ahmad-Reza Sadeghi
2016 J jnl
User-Centric Security and Dependability in the Clouds-of-Clouds.
IEEE Cloud Comput.
Marc Lacoste, Markus Miettinen, Nuno Neves, Fernando M. V. Ramos, Marko Vukolic, Fabien Charmet, Reda Yaich, Krzysztof Oborzynski, Gitesh Vernekar, Paulo Sousa
2015 J jnl
A probabilistic kernel method for human mobility prediction with smartphones.
Pervasive Mob. Comput.
Trinh Minh Tri Do, Olivier Dousse, Markus Miettinen, Daniel Gatica-Perez
2015 — conf
Beyond open access: the changing culture of producing and disseminating scientific knowledge.
MindTrek
Heidi Laine, Leo Lahti, Anne Lehto, Samuli Ollila, Markus Miettinen
2015 J jnl
Coiled-Coils in Phage Display Screening: Insight into Exceptional Selectivity Provided by Molecular Dynamics.
J. Chem. Inf. Model.
Jérémie Mortier, Elisabeth K. Nyakatura, Oliver Reimann, Susanne Huhmann, Jan O. Daldrop, Carsten Baldauf, Gerhard Wolber, Markus Miettinen, Beate Koksch
2015 A conf
I Know Where You are: Proofs of Presence Resilient to Malicious Provers.
AsiaCCS
Markus Miettinen, N. Asokan, Farinaz Koushanfar, Thien Duc Nguyen, Jon Rios, Ahmad-Reza Sadeghi, Majid Sobhani, Sudha Yellapantula
2014 J jnl
Balancing selectivity vs stability using molecular dynamics and umbrella sampling.
J. Cheminformatics
Jérémie Mortier, Elisabeth K. Nyakatura, Markus Miettinen, Carsten Baldauf, Gerhard Wolber, Beate Koksch
2014 A conf
ConXsense: automated context classification for context-aware access control.
AsiaCCS
Markus Miettinen, Stephan Heuser, Wiebke Kronz, Ahmad-Reza Sadeghi, N. Asokan
2014 A* conf
Context-Based Zero-Interaction Pairing and Key Evolution for Advanced Personal Devices.
CCS
Markus Miettinen, N. Asokan, Thien Duc Nguyen, Ahmad-Reza Sadeghi, Majid Sobhani
2013 J jnl
ConXsense - Context Sensing for Adaptive Usable Access Control.
CoRR
Markus Miettinen, Stephan Heuser, Wiebke Kronz, Ahmad-Reza Sadeghi, N. Asokan
2013 J jnl
From big smartphone data to worldwide research: The Mobile Data Challenge.
Pervasive Mob. Comput.
Juha K. Laurila, Daniel Gatica-Perez, Imad Aad, Jan Blom, Olivier Bornet, Trinh Minh Tri Do, Olivier Dousse, Julien Eberle, Markus Miettinen
2012 — conf
Intuitive Security Policy Configuration in Mobile Devices Using Context Profiling.
SocialCom/PASSAT
Aditi Gupta, Markus Miettinen, N. Asokan, Marcin Nagy
2012 — conf
PeerSense: Who is near you?
PerCom Workshops
Aditi Gupta, Markus Miettinen, Marcin Nagy, N. Asokan, Alexandre Wetzel
2011 — conf
Privacy Preservation Approach in Service Ecosystems.
EDOCW
Yiyun Shen, Markus Miettinen, Pirjo Moen, Lea Kutvonen
2011 — conf
Using context-profiling to aid access control decisions in mobile devices.
PerCom Workshops
Aditi Gupta, Markus Miettinen, N. Asokan
2010 — conf
Towards security policy decisions based on context profiling.
AISec
Markus Miettinen, N. Asokan
2009 Misc conf
Computer Log Anomaly Detection Using Frequent Episodes.
AIAI
Perttu Halonen, Markus Miettinen, Kimmo Hätönen
2007 B conf
Creating Next Generation Applications and Services for Mobile Devices: Challenges and Opportunities.
PIMRC
Agathe Battestini, Christian Del Rosso, Adrian Flanagan, Markus Miettinen
2006 — conf
Host-Based Intrusion Detection for Advanced Mobile Devices.
AINA (2)
Markus Miettinen, Perttu Halonen
2004 — conf
Remarks on the Industrial Application of Inductive Database Technologies.
Constraint-Based Mining and Inductive Databases
Kimmo Hätönen, Mika Klemettinen, Markus Miettinen
2003 B conf
Comprehensive Log Compression with Frequent Patterns.
DaWaK
Kimmo Hätönen, Jean-François Boulicaut, Mika Klemettinen, Markus Miettinen, Cyrille Masson
2003 — conf
Queryable Lossless Log Database Compression.
KDID
Kimmo Hätönen, Perttu Halonen, Mika Klemettinen, Markus Miettinen