Comprehensive Log Compression with Frequent Patterns. - Kimmo Hätönen; Jean-François Boulicaut; Mika Klemettinen; Markus Miettinen; Cyrille Masson (DaWaK, 2003)

Queryable Lossless Log Database Compression. - Kimmo Hätönen; Perttu Halonen; Mika Klemettinen; Markus Miettinen (KDID, 2003)

Remarks on the Industrial Application of Inductive Database Technologies. - Kimmo Hätönen; Mika Klemettinen; Markus Miettinen (Constraint-Based Mining and Inductive Databases, 2004)

Host-Based Intrusion Detection for Advanced Mobile Devices. - Markus Miettinen; Perttu Halonen (AINA (2), 2006)

Creating Next Generation Applications and Services for Mobile Devices: Challenges and Opportunities. - Agathe Battestini; Christian Del Rosso; Adrian Flanagan; Markus Miettinen (PIMRC, 2007)

Computer Log Anomaly Detection Using Frequent Episodes. - Perttu Halonen; Markus Miettinen; Kimmo Hätönen (AIAI, 2009)

Towards security policy decisions based on context profiling. - Markus Miettinen; N. Asokan (AISec, 2010)

Privacy Preservation Approach in Service Ecosystems. - Yiyun Shen; Markus Miettinen; Pirjo Moen; Lea Kutvonen (EDOCW, 2011)

Using context-profiling to aid access control decisions in mobile devices. - Aditi Gupta 002; Markus Miettinen; N. Asokan (PerCom Workshops, 2011)

PeerSense: Who is near you? - Aditi Gupta 002; Markus Miettinen; Marcin Nagy; N. Asokan; Alexandre Wetzel (PerCom Workshops, 2012)

Intuitive Security Policy Configuration in Mobile Devices Using Context Profiling. - Aditi Gupta 002; Markus Miettinen; N. Asokan; Marcin Nagy (SocialCom/PASSAT, 2012)

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

From big smartphone data to worldwide research: The Mobile Data Challenge. - Juha K. Laurila; Daniel Gatica-Perez; Imad Aad; Jan Blom; Olivier Bornet; Trinh Minh Tri Do; Olivier Dousse; Julien Eberle; Markus Miettinen (Pervasive Mob. Comput., 2013)

Context-Based Zero-Interaction Pairing and Key Evolution for Advanced Personal Devices. - Markus Miettinen; N. Asokan; Thien Duc Nguyen; Ahmad-Reza Sadeghi; Majid Sobhani (CCS, 2014)

ConXsense: automated context classification for context-aware access control. - Markus Miettinen; Stephan Heuser; Wiebke Kronz; Ahmad-Reza Sadeghi; N. Asokan (AsiaCCS, 2014)

Balancing selectivity vs stability using molecular dynamics and umbrella sampling. - Jérémie Mortier; Elisabeth K. Nyakatura; Markus Miettinen; Carsten Baldauf; Gerhard Wolber; Beate Koksch (J. Cheminformatics, 2014)

I Know Where You are: Proofs of Presence Resilient to Malicious Provers. - Markus Miettinen; N. Asokan; Farinaz Koushanfar; Thien Duc Nguyen; Jon Rios; Ahmad-Reza Sadeghi; Majid Sobhani; Sudha Yellapantula (AsiaCCS, 2015)

Beyond open access: the changing culture of producing and disseminating scientific knowledge. - Heidi Laine; Leo Lahti; Anne Lehto; Samuli Ollila; Markus Miettinen (MindTrek, 2015)

Coiled-Coils in Phage Display Screening: Insight into Exceptional Selectivity Provided by Molecular Dynamics. - Jérémie Mortier; Elisabeth K. Nyakatura; Oliver Reimann; Susanne Huhmann; Jan O. Daldrop; Carsten Baldauf; Gerhard Wolber; Markus Miettinen; Beate Koksch (J. Chem. Inf. Model., 2015)

A probabilistic kernel method for human mobility prediction with smartphones. - Trinh Minh Tri Do; Olivier Dousse; Markus Miettinen; Daniel Gatica-Perez (Pervasive Mob. Comput., 2015)

POSTER: Friend or Foe? Context Authentication for Trust Domain Separation in IoT Environments. - Markus Miettinen; Jialin Huang; Thien Duc Nguyen; N. Asokan; Ahmad-Reza Sadeghi (WISEC, 2016)

User-Centric Security and Dependability in the Clouds-of-Clouds. - Marc Lacoste; Markus Miettinen; Nuno Neves 001; Fernando M. V. Ramos; Marko Vukolic; Fabien Charmet; Reda Yaich; Krzysztof Oborzynski; Gitesh Vernekar; Paulo Sousa 001 (IEEE Cloud Comput., 2016)

Fitness Trackers: Fit for Health but Unfit for Security and Privacy. - Hossein Fereidooni; Tommaso Frassetto; Markus Miettinen; Ahmad-Reza Sadeghi; Mauro Conti (CHASE, 2017)

IoT SENTINEL: Automated Device-Type Identification for Security Enforcement in IoT. - Markus Miettinen; Samuel Marchal; Ibbad Hafeez; N. Asokan; Ahmad-Reza Sadeghi; Sasu Tarkoma (ICDCS, 2017)

IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT. - Markus Miettinen; Samuel Marchal; Ibbad Hafeez; Tommaso Frassetto; N. Asokan; Ahmad-Reza Sadeghi; Sasu Tarkoma (ICDCS, 2017)

Breaking Fitness Records Without Moving: Reverse Engineering and Spoofing Fitbit. - Hossein Fereidooni; Jiska Classen; Tom Spink; Paul Patras; Markus Miettinen; Ahmad-Reza Sadeghi; Matthias Hollick; Mauro Conti (RAID, 2017)

Internet of things or threats?: on building trust in IoT (keynote). - Markus Miettinen; Ahmad-Reza Sadeghi (CODES+ISSS, 2018)

Revisiting context-based authentication in IoT. - Markus Miettinen; Thien Duc Nguyen; Ahmad-Reza Sadeghi; N. Asokan (DAC, 2018)

Ad-hoc key agreement: A brief history and the challenges ahead. - Markus Miettinen; N. Asokan (Comput. Commun., 2018)

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

Baseline functionality for security and control of commodity IoT devices and domain-controlled device lifecycle management. - Markus Miettinen; Paul C. van Oorschot; Ahmad-Reza Sadeghi (CoRR, 2018)

Alexa Lied to Me: Skill-based Man-in-the-Middle Attacks on Virtual Assistants. - Richard Mitev; Markus Miettinen; Ahmad-Reza Sadeghi (AsiaCCS, 2019)

DÏoT: A Federated Self-learning Anomaly Detection System for IoT. - Thien Duc Nguyen; Samuel Marchal; Markus Miettinen; Hossein Fereidooni; N. Asokan; Ahmad-Reza Sadeghi (ICDCS, 2019)

HomeSnitch: behavior transparency and control for smart home IoT devices. - T. J. OConnor; Reham Mohamed 002; Markus Miettinen; William Enck; Bradley Reaves; Ahmad-Reza Sadeghi (WiSec, 2019)

AuDI: Toward Autonomous IoT Device-Type Identification Using Periodic Communication. - Samuel Marchal; Markus Miettinen; Thien Duc Nguyen; Ahmad-Reza Sadeghi; N. Asokan (IEEE J. Sel. Areas Commun., 2019)

Context and communication profiling for IoT security and privacy: techniques and applications. - Markus Miettinen (2019)

LeakyPick: IoT Audio Spy Detector. - Richard Mitev; Anna Pazii; Markus Miettinen; William Enck; Ahmad-Reza Sadeghi (ACSAC, 2020)

Long Live Randomization: On Privacy-preserving Contact Tracing in Pandemic. - Thien Duc Nguyen; Markus Miettinen; Ahmad-Reza Sadeghi (MTD@CCS, 2020)

Mind the GAP: Security & Privacy Risks of Contact Tracing Apps. - 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; et al. (TrustCom, 2020)

Peek-a-boo: i see your smart home activities, even encrypted! - Abbas Acar; Hossein Fereidooni; Tigist Abera; Amit Kumar Sikder; Markus Miettinen; Hidayet Aksu; Mauro Conti; Ahmad-Reza Sadeghi; A. Selcuk Uluagac (WISEC, 2020)

Mind the GAP: Security & Privacy Risks of Contact Tracing Apps. - 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; et al. (CoRR, 2020)

SAFELearn: Secure Aggregation for private FEderated Learning. - Hossein Fereidooni; Samuel Marchal; Markus Miettinen; Azalia Mirhoseini; Helen Möllering; Thien Duc Nguyen; Phillip Rieger; Ahmad-Reza Sadeghi; Thomas Schneider 003; Hossein Yalame; Shaza Zeitouni (IACR Cryptol. ePrint Arch., 2021)

FLGUARD: Secure and Private Federated Learning. - Thien Duc Nguyen; Phillip Rieger; Hossein Yalame; Helen Möllering; Hossein Fereidooni; Samuel Marchal; Markus Miettinen; Azalia Mirhoseini; Ahmad-Reza Sadeghi; Thomas Schneider 003; Shaza Zeitouni (IACR Cryptol. ePrint Arch., 2021)

Using Open Data to Rapidly Benchmark Biomolecular Simulations: Phospholipid Conformational Dynamics. - Hanne S. Antila; Tiago M. Ferreira; Samuli Ollila; Markus Miettinen (J. Chem. Inf. Model., 2021)

FedCRI: Federated Mobile Cyber-Risk Intelligence. - Hossein Fereidooni; Alexandra Dmitrienko; Phillip Rieger; Markus Miettinen; Ahmad-Reza Sadeghi; Felix Madlener (NDSS, 2022)

DeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection. - Phillip Rieger; Thien Duc Nguyen; Markus Miettinen; Ahmad-Reza Sadeghi (NDSS, 2022)

FLAME: Taming Backdoors in Federated Learning. - 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; et al. (USENIX Security Symposium, 2022)

Close the Gate: Detecting Backdoored Models in Federated Learning based on Client-Side Deep Layer Output Analysis. - Phillip Rieger; Torsten Krauß; Markus Miettinen; Alexandra Dmitrienko; Ahmad-Reza Sadeghi (CoRR, 2022)

Unleashing IoT Security: Assessing the Effectiveness of Best Practices in Protecting Against Threats. - Philipp Pütz; Richard Mitev; Markus Miettinen; Ahmad-Reza Sadeghi (ACSAC, 2023)

ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks. - Phillip Rieger; Marco Chilese; Reham Mohamed 002; Markus Miettinen; Hossein Fereidooni; Ahmad-Reza Sadeghi (USENIX Security Symposium, 2023)

CrowdGuard: Federated Backdoor Detection in Federated Learning. - Phillip Rieger; Torsten Krauß; Markus Miettinen; Alexandra Dmitrienko; Ahmad-Reza Sadeghi (NDSS, 2024)

Digital Contact Tracing Solutions: Promises, Pitfalls and Challenges. - Thien Duc Nguyen; Markus Miettinen; Alexandra Dmitrienko; Ahmad-Reza Sadeghi; Ivan Visconti (IEEE Trans. Emerg. Top. Comput., 2024)