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Table 3 Comparison between our watermark and others’

From: Secure neural network watermarking protocol against forging attack

Metrics Fromscratch [4] WMcontent [6] WMunrelated [6] WMnois e[6] [7] AxW [12] Ours
    CIFAR-10     
Trigger-set accuracy 1 0.9993 1 0.9986 0.9998 1 1
Performance reduction +0.0039 −0.0019 −0.0048 −0.0011 −0.0028 −0.0061 −0.0051
Trigger set size 100 100     100 38
    CIFAR-100     
Trigger-set accuracy 1      1 1
Performance reduction −0.0034      +0.0011 +0.0066
Trigger set size 100      100 20