@article{federatedcontinuallearningacomprehensive, title = {Federated continual learning: A comprehensive survey on lifelong and privacy-preserving learning over distributed and non-stationary data}, author = {Masoume Gholizade and Fabrizio Ruffini and Pietro Ducange and Francesco Marcelloni}, year = {2026}, eprint = {2606.11272}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.11272}, }