2022

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 (24.04.2022-28.04.2022)
doi: 10.14722/ndss.2022.23156
Konferenzveröffentlichung, Bibliographie

Nguyen, Thien Duc ; Rieger, Phillip ; Chen, Huili ; Yalame, Mohammad Hossein ; Möllering, Helen ; Fereidooni, Hossein ; Marchal, Samuel ; Miettinen, Markus ; Mirhoseini, Azalia ; Zeitouni, Shaza ; Koushanfar, Farinaz ; Sadeghi, Ahmad-Reza ; Schneider, Thomas (2022)
FLAME: Taming Backdoors in Federated Learning.
31st USENIX Security Symposium (USENIX Security 22). Boston, USA (10.08.2022-12.08.2022)
Konferenzveröffentlichung, Bibliographie

2021

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 (27.05.2021-27.05.2021)
Konferenzveröffentlichung, Bibliographie

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.
Report, Bibliographie

2020

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.
TrustCom 2020. virtual Conference (29.12.2020-01.01.2021)
Konferenzveröffentlichung, Bibliographie

Nguyen, Thien Duc ; Miettinen, Markus ; Sadeghi, Ahmad-Reza (2020)
Long Live Randomization: On Privacy-Preserving Contact Tracing in Pandemic.
CCS '20: 2020 ACM SIGSAC Conference on Computer and Communications Security. virtual Conference (09.11.2020-13.11.2020)
doi: 10.1145/3411496.3421229
Konferenzveröffentlichung, Bibliographie

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 (23.02.2020-26.02.2020)
Konferenzveröffentlichung, Bibliographie

2019

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
Artikel, Bibliographie

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.
Konferenzveröffentlichung, Bibliographie

Truong, Hien Thi Thu ; Toivonen, Juhani ; Nguyen, Thien Duc ; Soriente, Claudio ; Tarkoma, Sasu ; Asokan, N. (2019)
DoubleEcho: Mitigating Context-Manipulation Attacks in Copresence Verification.
IEEE International Conference on Pervasive Computing and Communications (PerCom2019). Kyoto, Japan (11.03.2019-15.03.2019)
Konferenzveröffentlichung, Bibliographie

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
Artikel, Bibliographie

2018

Miettinen, Markus ; Nguyen, Thien Duc ; Asokan, N. ; Sadeghi, Ahmad-Reza (2018)
Revisiting Context-Based Pairing in IoT.
55th Design Automation Conference (DAC). San Francisco, CA, USA (24.06.2018-29.06.2018)
Konferenzveröffentlichung, Bibliographie

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
Artikel, Bibliographie

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
doi: 10.1109/MIC.2018.182130646
Artikel, Bibliographie

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
Artikel, Bibliographie

2016

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.
Darmstadt, Germany
Konferenzveröffentlichung, Bibliographie

2015

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.
Konferenzveröffentlichung, Bibliographie

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.
Konferenzveröffentlichung, Bibliographie

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
Artikel, Bibliographie

2014

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.
doi: 10.1145/2660267.2660334
Konferenzveröffentlichung, Bibliographie