Differential Privacy Protection for Support Vector Machines for Nonlinear Classification

Figure 4

The classification accuracies of DPSVM-TDP, DPSVM-KFP, and DPSVM-MP. (a) Linear kernel. (b) Gaussian kernel. (c) Sigmoid kernel.

(a)

(b)

(c)