Does Swarm Learning Solve Federation Opacity? The Need for Governance Beyond Decentralization.

The article focuses on the ethical and epistemic challenges posed by "federation opacity" in federated learning (FL), a machine learning approach where data remain decentralized and inaccessible for direct inspection by stakeholders. It discusses how FL’s distributed architecture complicates account...

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Detalles Bibliográficos
Publicado en:American Journal of Bioethics Vol. 26; no. 8; pp. 136 - 140
Autores principales: Bak, Marieke, Warnat-Herresthal, Stefanie, Willem, Theresa, Zimmermann, Bettina, Schulte-Schrepping, Jonas, Ribeiro, Lucas Secchim, Schultze, Joachim, McLennan, Stuart
Formato: commentary Journal Article
Publicado: Taylor & Francis Ltd Aug2026
Acceso en línea:Ver este registro en EBSCOhost