Federify: A Verifiable Federated Learning Scheme Based on zkSNARKs and Blockchain

Federated learning (FL) has emerged as an alternative to traditional machine learning in scenarios where training data is sensitive. In federated learning, training is held at end devices, and thus data does not need to leave users’ devices. However, most approaches to federated learning rely...

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Үндсэн зохиолчид:	Ghazaleh Keshavarzkalhori, Cristina Perez-Sola, Guillermo Navarro-Arribas, Jordi Herrera-Joancomarti, Habib Yajam
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	IEEE 2024-01-01
Цуврал:	IEEE Access
Нөхцлүүд:	Federated learning verifiable zkSNARK blockchain decentralization privacy
Онлайн хандалт:	https://ieeexplore.ieee.org/document/10373785/
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!