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Do Gradient Inversion Attacks Make Federated Learning Unsafe?

A. Hatamizadeh, H. Yin, P. Molchanov, A. Myronenko, W. Li, P. Dogra, A. Feng, M. Flores, J. Kautz, D. Xu, and H. Roth. CoRR, (2022)

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Burcu Dogramaci

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MONAI: An open-source framework for deep learning in healthcare.M. Cardoso, W. Li, R. Brown, N. Ma, E. Kerfoot, Y. Wang, B. Murray, A. Myronenko, C. Zhao, D. Yang and 46 other author(s). CoRR, (2022)Do Gradient Inversion Attacks Make Federated Learning Unsafe?A. Hatamizadeh, H. Yin, P. Molchanov, A. Myronenko, W. Li, P. Dogra, A. Feng, M. Flores, J. Kautz, D. Xu and 1 other author(s). IEEE Trans. Medical Imaging, 42 (7): 2044-2056 (2023)NVIDIA FLARE: Federated Learning from Simulation to Real-World.H. Roth, Y. Cheng, Y. Wen, I. Yang, Z. Xu, Y. Hsieh, K. Kersten, A. Harouni, C. Zhao, K. Lu and 13 other author(s). CoRR, (2022)Federated Learning for Breast Density Classification: A Real-World Implementation.H. Roth, K. Chang, P. Singh, N. Neumark, W. Li, V. Gupta, S. Gupta, L. Qu, A. Ihsani, B. Bizzo and 33 other author(s). DART/DCL@MICCAI, volume 12444 of Lecture Notes in Computer Science, page 181-191. Springer, (2020)DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images.A. Diaz-Pinto, P. Mehta, S. Alle, M. Asad, R. Brown, V. Nath, A. Ihsani, M. Antonelli, D. Palkovics, C. Pinter and 10 other author(s). DALI@MICCAI, volume 13567 of Lecture Notes in Computer Science, page 11-21. Springer, (2022)Do Gradient Inversion Attacks Make Federated Learning Unsafe?A. Hatamizadeh, H. Yin, P. Molchanov, A. Myronenko, W. Li, P. Dogra, A. Feng, M. Flores, J. Kautz, D. Xu and 1 other author(s). CoRR, (2022)NVIDIA FLARE: Federated Learning from Simulation to Real-World.H. Roth, Y. Cheng, Y. Wen, I. Yang, Z. Xu, Y. Hsieh, K. Kersten, A. Harouni, C. Zhao, K. Lu and 13 other author(s). IEEE Data Eng. Bull., 46 (1): 170-184 (2023)MONAI Label: A framework for AI-assisted Interactive Labeling of 3D Medical Images.A. Diaz-Pinto, S. Alle, A. Ihsani, M. Asad, V. Nath, F. Pérez-García, P. Mehta, W. Li, H. Roth, T. Vercauteren and 5 other author(s). CoRR, (2022)Generative AI for Medical Imaging: extending the MONAI Framework.W. Pinaya, M. Graham, E. Kerfoot, P. Tudosiu, J. Dafflon, V. Fernandez, P. Sanchez, J. Wolleb, P. Costa, A. Patel and 14 other author(s). CoRR, (2023)DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images.A. Diaz-Pinto, P. Mehta, S. Alle, M. Asad, R. Brown, V. Nath, A. Ihsani, M. Antonelli, D. Palkovics, C. Pinter and 10 other author(s). CoRR, (2023)

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Do Gradient Inversion Attacks Make Federated Learning Unsafe?

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Burcu Dogramaci

Burcu Dogramaci

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Disambiguation of "Dogra, Prerna"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Do Gradient Inversion Attacks Make Federated Learning Unsafe?

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Burcu Dogramaci

Burcu Dogramaci

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Do Gradient Inversion Attacks Make Federated Learning Unsafe?