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.-28.04.2022, DOI: 10.14722/ndss.2022.23156,
[Conference or Workshop Item]

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, [Conference or Workshop Item]

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.
In: arXiv-Computer Science, In: Crytography and Security, (Preprint), [Article]

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.
In: Proceedings : 2020 IEEE 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, pp. 458-467,
IEEE, TrustCom 2020, virtual Conference, 29.12.2020-01.01.2021, ISBN 978-0-7381-4380-4,
[Conference or Workshop Item]

Nguyen, Thien Duc ; Miettinen, Markus ; Sadeghi, Ahmad-Reza (2020):
Long Live Randomization: On Privacy-Preserving Contact Tracing in Pandemic.
In: MTD'20: Proceedings of the 7th ACM Workshop on Moving Target Defense,
ACM, CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security, virtual Conference, 09.-13.11.2020, ISBN 978-1-4503-8085-0,
DOI: 10.1145/3411496.3421229,
[Conference or Workshop Item]

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.-26.02. 2020, [Conference or Workshop Item]

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, IEEE, ISSN 0733-8716,
[Article]

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.
In: The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019),
[Conference or Workshop Item]

Truong, Hien Thi Thu ; Toivonen, Juhani ; Nguyen, Thien Duc ; Soriente, Claudio ; Tarkoma, Sasu ; Asokan, N. (2019):
DoubleEcho: Mitigating Context-Manipulation Attacks in Copresence Verification.
k.A., IEEE International Conference on Pervasive Computing and Communications (PerCom2019), Kyoto, Japan, March 2019, [Conference or Workshop Item]

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, [Article]

Miettinen, Markus ; Nguyen, Thien Duc ; Asokan, N. ; Sadeghi, Ahmad-Reza (2018):
Revisiting Context-Based Pairing in IoT.
In: Proceedings of the 55th Design Automation Conference (DAC), pp. 32:1-32:6,
ACM, 55th Design Automation Conference (DAC), San Francisco, CA, USA, 24.-29.06. 2018, [Conference or Workshop Item]

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, [Article]

Asokan, N. ; Gröndahl, Tommi ; Nguyen, Hoang Long ; Nguyen, Thien Duc ; Paverd, Andrew ; Pendyala, Praveen ; Sadeghi, Ahmad-Reza ; Stobert, Elizabeth ; Tamrakar, Sandeep (2018):
OmniShare: Encrypted Cloud Storage for the Multi-Device Era.
In: IEEE Internet Computing, p. 1. ISSN 1089-7801,
DOI: 10.1109/MIC.2018.182130646,
[Article]

Asokan, N. ; Nguyen, Thien Duc ; Tarkoma, Sasu ; Toivonen, Juhani ; Truong, Hien Thi Thu (2018):
Proximity Verification Based on Acoustic Room Impulse Response.
In: CoRR, abs/1803.07211, [Article]

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.
In: Proc. 9th ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec'16),
Darmstadt, Germany, [Conference or Workshop Item]

Dmitrienko, Alexandra ; Heuser, Stephan ; Nguyen, Thien Duc ; Ramos, Marcos da Silva ; Rein, Andre ; Sadeghi, Ahmad-Reza (2015):
Market-driven Code Provisioning to Mobile Secure Hardware.
In: Financial Cryptography and Data Security,
[Conference or Workshop Item]

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.
In: 10th ACM Symposium on Information, Computer and Communications Security (ASIACCS 2015),
[Conference or Workshop Item]

Asokan, N. ; Gröndahl, Tommi ; Nguyen, Hoang Long ; Nguyen, Thien Duc ; Paverd, Andrew ; Pendyala, Praveen Kumar ; Sadeghi, Ahmad-Reza ; Stobert, Elizabeth ; Tamrakar, Sandeep (2015):
OmniShare: Securely Accessing Encrypted Cloud Storage from Multiple Authorized Devices.
In: CoRR, abs/1511.02119, [Article]

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.
In: Proc. ACM Conference on Computer and Communications Security,
ACM, DOI: 10.1145/2660267.2660334,
[Conference or Workshop Item]