Mario García-Márquez

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20242026

most citedKrum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated Learning

2 citations · 4 across the 5 of their papers we have counts for

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cs.LG2025

Improving $(α, f)$ -Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distance

Mario García-Márquez, Nuria Rodríguez-Barroso, M. Victoria Luzón +1

The rapid development of artificial intelligence systems has amplified societal concerns regarding their usage, necessitating regulatory frameworks that encompass data privacy. Fed…

cs.LG2025★ 2 cited

Krum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated Learning

Mario García-Márquez, Nuria Rodríguez-Barroso, M. Victoria Luzón +1

Federated Learning presents a nascent approach to machine learning, enabling collaborative model training across decentralized devices while safeguarding data privacy. However, its…

Improving (α,f)-Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distance

Krum Federated Chain (KFC): Using blockchain to defend against adversarial attacks in Federated Learning

Improving $(α, f)$ -Byzantine Resilience in Federated Learning via layerwise aggregation and cosine distance