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Fair detection of poisoning attacks in federated learning on non-i.i.d. data
Reconciling machine learning with individual privacy is one of the main motivations behind federated learning (FL), a decentralized machine learning technique that aggregates partial models trained by clients on their own private data to obtain a global deep learning model. Even if FL provides stron...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer US
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9812008/ https://www.ncbi.nlm.nih.gov/pubmed/36619003 http://dx.doi.org/10.1007/s10618-022-00912-6 |