2023

Wainakh, Aidmar ; Zimmer, Ephraim ; Subedi, Sandeep ; Keim, Jens ; Grube, Tim ; Karuppayah, Shankar ; Sanchez Guinea, Alejandro ; Mühlhäuser, Max (2023)
Federated Learning Attacks Revisited: A Critical Discussion of Gaps, Assumptions, and Evaluation Setups.
In: Sensors, 23 (1)
doi: 10.3390/s23010031
Artikel, Bibliographie

2022

Wainakh, Aidmar ; Ventola, Fabrizio ; Müßig, Till ; Keim, Jens ; Carcia Cordero, Carlos ; Zimmer, Ephraim ; Grube, Tim ; Kersting, Kristian ; Mühlhäuser, Max (2022)
User-Level Label Leakage from Gradients in Federated Learning.
In: Proceedings on Privacy Enhancing Technologies (PoPETs), 2022 (2)
doi: 10.2478/popets-2022-0043
Artikel, Bibliographie

Wainakh, Aidmar ; Ventola, Fabrizio ; Müßig, Till ; Keim, Jens ; Garcia Cordero, Carlos ; Zimmer, Ephraim ; Grube, Tim ; Mühlhäuser, Max (2022)
User-Level Label Leakage from Gradients in Federated Learning.
doi: 10.48550/arXiv.2105.09369
Report, Bibliographie

Keim, Jens (2022)
Discriminating if a network flow could have been created from a given sequence of network packets.
Technische Universität Darmstadt
doi: 10.26083/tuprints-00020630
Bachelorarbeit, Erstveröffentlichung, Verlagsversion