Investigating the Vulnerability of Federated Learning-Based Diabetic Retinopathy Grade Classification to Gradient Inversion Attacks

Christopher Nielsen, Anup Tuladhar, Nils D. Forkert. Investigating the Vulnerability of Federated Learning-Based Diabetic Retinopathy Grade Classification to Gradient Inversion Attacks. In Bhavna J. Antony, Huazhu Fu, Cecilia S. Lee, Tom J. MacGillivray, Yanwu Xu 0001, Yalin Zheng, editors, Ophthalmic Medical Image Analysis - 9th International Workshop, OMIA 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Volume 13576 of Lecture Notes in Computer Science, pages 183-192, Springer, 2022. [doi]

Abstract

Abstract is missing.