Differential Privacy Principal Component Analysis for Support Vector Machines

Figure 2

Variation of classification accuracy with different value of privacy budget (SVM, AG-SVM, DPPCA-SVM, and MOD-SuLQ-SVM). (a) Sensorless, (b) Covtype, and (c) Musk.

(a)

(b)

(c)