Privacy-Preserving Federated Graph Neural Network Learning on Non-IID Graph Data

Table 3

Results of the different shared public nodes.

Percent	DeepWalk			GAT
	LOC	FED	Diff	LOC	FED	Diff
5%	57.1	61.8	+4.7	74.4	75.1	+0.7
10%	57.3	62.3	+5.0	73.9	75.1	+1.2
20%	61.8	65.0	+3.2	71.8	73.5	+1.9
30%	63.4	65.8	+2.4	70.5	72.6	+2.1
40%	67.8	69.2	+1.4	70.5	73.0	+2.5