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Fig. 4 | Applied Network Science

Fig. 4

From: The risk of node re-identification in labeled social graphs

Fig. 4

Accuracy of predictions is presented using 5 ×2 cross-validation F1-scores. Mean accuracy values are shown for real network datasets on GS and GS(LBL) along with the T-statistic which describes the difference in means of the GS and GS(LBL) vectors of prediction probabilities statistically. The network with node attributes is more vulnerable to node re-identification when T-statistic is positive and large. a fb-caltech(gender) b fb-caltech(occupation) c polblogs (party) d fb-dartmouth (gender) e fb-dartmouth (occupation) f pokec-1 (gender) g fb-michigan (gender) h fb- michigan (occupation) i amazon-products (category)

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