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Do Gradient Inversion Attacks Make Federated Learning Unsafe?

Hatamizadeh, A; Yin, HX; Molchanov, P; Myronenko, A; Li, WQ; Dogra, P; Feng, AD; Flores, MG; Kautz, J; Xu, DG; Roth, HR

Roth, HR (通讯作者),NVIDIA, Santa Clara, CA 95051 USA.

IEEE TRANSACTIONS ON MEDICAL IMAGING, 2023; 42 (7): 2044

Abstract

Federated learning (FL) allows the collaborative training of AI models without needing to share raw data. This capability makes it especially interest......

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