IPCADP-Equalizer: An Improved Multibalance Privacy Preservation Scheme against Backdoor Attacks in Federated Learning

Table 1

Dataset information.

Dataset	Data distribution	Number of features	Categories	Number of samples
				Total	Train	Test	Validation
CelebA	IID	40	10177	202599	141819	40519	20261
IMDB-crop	IID	16	20284	461871	323309	92374	46188
Wiki-crop	IID	7	62328	62359	43651	12471	6237
FMNIST	Non-IID	7	10	70000	60000	6667	3333