Federated Learning as a Privacy Solution - An Overview. - Mashal Khan; Frank G. Glavin; Matthias Nickles (ISM, 2022)

Empowering Federated Learning: Tackling Client Drift and Resource Constraints with Knowledge Distillation by Combining Losses. - Mashal Khan; Frank G. Glavin; Matthias Nickles (AICS, 2023)

FLORA: Federated Learning for Optimized Resource Allocation in Cinco de Bio. - Colm Brandon; Mashal Khan; Tiziana Margaria (COMPSAC, 2025)