17 citations · 17 across the 1 of their papers we have counts for
2 papers
cs.DC2021★ 17 cited
Implicit Model Specialization through DAG-based Decentralized Federated Learning
Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid +3
Federated learning allows a group of distributed clients to train a common machine learning model on private data. The exchange of model updates is managed either by a central enti…
cs.LG2019
Poisoning Attacks with Generative Adversarial Nets
Luis Muñoz-González, Bjarne Pfitzner, Matteo Russo +2
Machine learning algorithms are vulnerable to poisoning attacks: An adversary can inject malicious points in the training dataset to influence the learning process and degrade the…