Bjarne Pfitzner

Federated Learning in a Medical Context: A Systematic Literature Review

Bjarne Pfitzner, Nico Steckhan, Bert Arnrich · ACM Transactions on Internet Technology · 2021 · 247 citations · Full text

Family Medicine, Engineering, Machine Learning +22

Poisoning Attacks with Generative Adversarial Nets

Luis Muñoz-González, Bjarne Pfitzner, Matteo Russo et al. · arXiv (Cornell University) · 2019 · 39 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data

Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz et al. · Sensors · 2022 · 22 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +25

Tangle Ledger for Decentralized Learning

Robert Schmid, Bjarne Pfitzner, Jossekin Beilharz et al. · 2020 · 16 citations

Engineering, Machine Learning, Distributed Algorithms +20

Implicit model specialization through dag-based decentralized federated learning

Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid et al. · 2021 · 15 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18