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Stefanie Roos — most-cited papers & profile · Federated Learning

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Stefanie Roos

6 papers · 12 citations · 12 h-index

University of Kaiserslautern · Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau · University of Applied Sciences Kaiserslautern

Google Scholar ↗Semantic Scholar ↗OpenAlex ↗

Most-cited papers

Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning
2021 · 5 citations
An Exploratory Analysis on Users' Contributions in Federated Learning
2020 · 4 citations
Fabricated Flips: Poisoning Federated Learning without Data
2022 · 1 citations
Gradient Inversion of Federated Diffusion Models
2024 · 1 citations
A Sybil-Resistant and Decentralized Market Place
2022

Top co-authors

Jiyue Huang · 4 Lydia Y. Chen · 4 Chi Hong · 2 Zilong Zhao · 2 Dirk van Bokkem · 1 Justin Segond · 1 Naqib Zarin · 1 Rania Talbi · 1 Sara Boucchenak · 1

Topics

Federated Learning Optimization Privacy Adversarial Attacks Data Heterogeneity cs.ET cs.SI Security