TY  - GEN 
AU  - Rodríguez Barroso, Nuria
AU  - Martínez Cámara, Eugenio
AU  - Luzón García, María Victoria
AU  - Herrera Triguero, Francisco
PY  - 2022
UR  - https://hdl.handle.net/10481/99358
AB  - Federated Learning is a distributed machine learning paradigm vulnerable to different kind of adversarial attacks, since its distributed nature and the inaccessibility of the data by the central server. In this work, we focus on model-poisoning...
LA  - eng
PB  - Elsevier
KW  - Federated Learning
KW  - Backdoor attacks
KW  - Resilient aggregation
KW  - Robust filtering of outliers
TI  - Backdoor attacks-resilient aggregation based on robust filtering of outliers in federated learning for image classification
DO  - https://doi.org/10.1016/j.knosys.2022.108588
ER  -