Cybersecurity

Table 2 Label reconstruction accuracy of our adaptive label recovery and zero-shot label restoration in Yin et al. (2021)

From: Iterative and mixed-spaces image gradient inversion attack in federated learning

Dataset	Method	Batch size
		16	32	64	128	256
CIFAR-100	ALR	1.000	1.000	0.984	0.977	0.926
	ZLR	0.375	0.313	0.266	0.242	0.254

Dataset	Method	Batch size
		4	8	16	32	64
ImageNet	ALR	1.000	1.000	1.000	1.000	1.000
	ZLR	0.750	0.500	0.375	0.313	0.281

We highlight the best results in bold

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