1 code implementation • 14 Nov 2023 • Adam Piaseczny, Eric Ruzomberka, Rohit Parasnis, Christopher G. Brinton
This paper addresses this gap by analyzing the performance of decentralized FL for various adversarial placement strategies when adversaries can jointly coordinate their placement within a network.
no code implementations • 8 Jun 2023 • Su Wang, Rajeev Sahay, Adam Piaseczny, Christopher G. Brinton
In this work, we first reveal the susceptibility of FL-based signal classifiers to model poisoning attacks, which compromise the training process despite not observing data transmissions.