2024

Fereidooni, Hossein ; Pegoraro, Alessandro ; Rieger, Phillip ; Dmitrienko, Alexandra ; Sadeghi, Ahmad-Reza (2024)
FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning.
Network and Distributed Systems Security (NDSS) Symposium 2024. San Diego, USA (26.02.2024 - 01.03.2024)
Konferenzveröffentlichung, Bibliographie

2023

Castillo, Jorge ; Rieger, Phillip ; Fereidooni, Hossein ; Chen, Qian ; Sadeghi, Ahmad-Reza (2023)
FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks.
39th Annual Computer Security Applications Conference (ACSAC'23). Austin, USA (04.12.2023 - 08.12.2023)
doi: 10.1145/3627106.3627194
Konferenzveröffentlichung, Bibliographie

Rieger, Phillip ; Chilese, Marco ; Mohamed, Reham ; Miettinen, Markus ; Fereidooni, Hossein ; Sadeghi, Ahmad-Reza (2023)
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks.
32nd USENIX Security Symposium. Anaheim, USA (09.08.2023-11.08.2023)
Konferenzveröffentlichung, Bibliographie

Kumari, Kavita ; Rieger, Phillip ; Fereidooni, Hossein ; Jadliwala, Murtuza ; Sadeghi, Ahmad-Reza (2023)
BayBFed: Bayesian Backdoor Defense for Federated Learning.
44th IEEE Symposium on Security and Privacy. San Francisco, USA (22.05.2023-25.05.2023)
doi: 10.1109/SP46215.2023.10179362
Konferenzveröffentlichung, Bibliographie

Fereidooni, Hossein ; König, Jan ; Rieger, Phillip ; Chilese, Marco ; Goekbakan, Bora ; Finke, Moritz ; Dmitrienko, Alexandra ; Sadeghi, Ahmad-Reza (2023)
AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms.
Network and Distributed Systems Security (NDSS) Symposium 2023. San Diego, USA (27.02.2023-03.03.2023)
doi: 10.14722/ndss.2023.23194
Konferenzveröffentlichung, Bibliographie

Sendner, Christoph ; Chen, Huili ; Fereidooni, Hossein ; Petzi, Lukas ; König, Jan ; Stang, Jasper ; Dmitrienko, Alexandra ; Sadeghi, Ahmad-Reza ; Koushanfar, Farinaz (2023)
Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning.
Network and Distributed Systems Security (NDSS) Symposium 2023. San Diego, USA (27.02.2023-03.03.2023)
doi: 10.14722/ndss.2023.23263
Konferenzveröffentlichung, Bibliographie

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

Fereidooni, Hossein ; Dmitrienko, Alexandra ; Rieger, Phillip ; Miettinen, Markus ; Sadeghi, Ahmad-Reza ; Madlener, Felix (2022)
FedCRI: Federated Mobile Cyber-Risk Intelligence.
Network and Distributed Systems Security (NDSS) Symposium 2022. San Diego, USA (24.04.2022-28.04.2022)
doi: 10.14722/ndss.2022.23153
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

Zeitouni, Shaza ; Stapf, Emmanuel ; Fereidooni, Hossein ; Sadeghi, Ahmad-Reza (2020)
On the Security of Strong Memristor-based Physically Unclonable Functions.
Design Automation Conference 2020. virtual Conference (19.07.2020-24.07.2020)
Konferenzveröffentlichung, Bibliographie

Acar, Abbas ; Fereidooni, Hossein ; Abera, Tigist ; Sikder, Amit Kumsr ; Miettinen, Markus ; Aksu, Hidayet ; Conti, Mauro ; Sadeghi, Ahmad-Reza (2020)
Peek-a-Boo: I see your smart home activities, even encrypted!
WiSec 2020: 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks. virtual Conference (08.07.2020-10.07.2020)
Konferenzveröffentlichung, Bibliographie

2019

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

2017

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

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