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Holger Roth

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23:15
2026-06-15
research.nvidia.com
ai-safety

Do Gradient Inversion Attacks Make Federated Learning Unsafe?

NVIDIA researchers published a study in IEEE Transactions of Medical Imaging investigating whether gradient inversion attacks compromise federated learning safety, finding that such attacks can recons…

23:02
2026-06-15
research.nvidia.com
machine-learning

The future of digital health with federated learning

NVIDIA researchers published a study in Nature Digital Medicine on September 14, 2020, exploring the use of federated learning to advance digital health while preserving patient data privacy. The appr…

// co-occurs with top 8 entities
NVIDIA 2 Wenqi Li 2 Ali Hatamizadeh 1 Hongxu Danny Yin 1 Pavlo Molchanov 1 Andriy Myronenko 1 Jan Kautz 1 Nature Digital Medicine 1