Publications and Deliverables
Published at IEEE S&P, USENIX Security, ACM CCS, NDSS, DAC and ICDCS, in IEEE JSAC and IEEE TETC, and in EU project deliverables
2025
2024
2023
2022
FLAME: Taming Backdoors in Federated Learning
Duc Thien 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
Federated learning securityFirst author
USENIX SecurityUSENIX Security SymposiumDeepSight: Mitigating Backdoor Attacks in Federated Learning Through Deep Model Inspection
Phillip Rieger, Duc Thien Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
Federated learning security
NDSSNetwork and Distributed System Security SymposiumDigital Contact Tracing Solutions: Promises, Pitfalls and Challenges
Duc Thien Nguyen, Markus Miettinen, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Ivan Visconti
Privacy engineeringFirst author
IEEE TETCIEEE Transactions on Emerging Topics in ComputingSecurity and Privacy in the Internet of Things: Architectures, Techniques, and Applications
Lejla Batina, Nele Mentens, Markus Miettinen, Naila Mukhtar, Duc Thien Nguyen, Md Masoom Rabbani, Phillip Rieger, Ahmad-Reza Sadeghi
IoT security
Wiley–IEEE PressBook chapter, Wiley–IEEE Press
2021
2020
Long Live Randomization: On Privacy-Preserving Contact Tracing in Pandemic
Duc Thien Nguyen, Markus Miettinen, Ahmad-Reza Sadeghi
Privacy engineeringFirst author
ACM MTDACM Workshop on Moving Target DefenseMind 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, Duc Thien Nguyen, et al.
Privacy engineering
IEEE TrustComIEEE International Conference on Trust, Security and Privacy in ComputingPoisoning Attacks on Federated Learning-based IoT Intrusion Detection System
Duc Thien Nguyen, Phillip Rieger, Markus Miettinen, Ahmad-Reza Sadeghi
Federated learning securityFirst author
NDSS DISSNDSS Workshop on Decentralized IoT Systems and Security
2019
DÏoT: A Federated Self-learning Anomaly Detection System for IoT
Duc Thien Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi
IoT securityFirst author
IEEE ICDCSIEEE International Conference on Distributed Computing SystemsAuDI: Towards Autonomous IoT Device-Type Identification using Periodic Communication
Samuel Marchal, Markus Miettinen, Duc Thien Nguyen, Ahmad-Reza Sadeghi, N. Asokan
IoT security
IEEE JSACIEEE Journal on Selected Areas in CommunicationsDoubleEcho: Mitigating Context-Manipulation Attacks in Copresence Verification
Hien Thi Thu Truong, Juhani Toivonen, Duc Thien Nguyen, Claudio Soriente, Sasu Tarkoma, N. Asokan
IoT security
IEEE PerComIEEE International Conference on Pervasive Computing and Communications
2018
OmniShare: Encrypted Cloud Storage for the Multi-Device Era
Andrew Paverd, Sandeep Tamrakar, Hoang Long Nguyen, Praveen Pendyala, Duc Thien Nguyen, Elizabeth Stobert, Tommi Gröndahl, N. Asokan, Ahmad-Reza Sadeghi
Applied cryptography
IEEE Internet ComputingIEEE Internet ComputingRevisiting Context-Based Authentication in IoT
Markus Miettinen, Duc Thien Nguyen, Ahmad-Reza Sadeghi, N. Asokan
IoT security
DACDesign Automation Conference
2015
Market-driven Code Provisioning to Mobile Secure Hardware
Alexandra Dmitrienko, Stephan Heuser, Duc Thien Nguyen, Marcos da Silva Ramos, Andre Rein, Ahmad-Reza Sadeghi
Applied cryptography
FCFinancial Cryptography and Data SecurityI Know Where You Are: Proofs of Presence Resilient to Malicious Provers
Markus Miettinen, N. Asokan, Farinaz Koushanfar, Duc Thien Nguyen, Jon Rios, Ahmad-Reza Sadeghi, Majid Sobhani, Sudha Yellapantula
IoT security
ACM AsiaCCSACM Asia Conference on Computer and Communications Security
2014
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