2022

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

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

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

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

2017

Marchal, Samuel ; Armano, Giovanni ; Gröndahl, Tommi ; Saari, Kalle ; Singh, Nidhi ; Asokan, N. (2017)
Off-the-Hook: An Efficient and Usable Client-Side Phishing Prevention Application.
doi: 10.1109/TC.2017.2703808
Konferenzveröffentlichung, Bibliographie

Miettinen, Markus ; Marchal, Samuel ; Hafeez, Ibbad ; Frassetto, Tommaso ; Asokan, N. ; Sadeghi, Ahmad-Reza ; Tarkoma, Sasu (2017)
IoT Sentinel Demo: Automated Device-Type Identification for Security Enforcement in IoT.
Atlanta, GA, USA
doi: 10.1109/ICDCS.2017.284
Konferenzveröffentlichung, Bibliographie

Miettinen, Markus ; Marchal, Samuel ; Hafeez, Ibbad ; Asokan, N. ; Sadeghi, Ahmad-Reza ; Tarkoma, Sasu (2017)
IoT Sentinel: Automated Device-Type Identification for Security Enforcement in IoT.
doi: 10.1109/ICDCS.2017.283
Konferenzveröffentlichung, Bibliographie