[Retracted] Privacy Protection Technology Based on Machine Learning and Intelligent Data Recognition

Table 3

Comparison of the classification accuracy and attack accuracy between our method and CNN under different parameters in MNIST dataset.

Data size	Epoch	Model accuracy	Attack success rate	Model accuracy (CNN)	Attack success Rate (CNN) (%)
10000	10	98.57 (%)	11.76 (%)	95.68	98.05 (%)
20000	10	98.42	12.26	96.12	88.76
30000	10	97.81	12.43	94.75	67.52
10000	25	98.54	13.05	95.04	79.86
20000	25	99.07	10.94	96.08	65.42
30000	25	97.88	12.72	94.87	60.17
10000	50	98.35	13.28	95.59	75.84
20000	50	98.12	11.74	94.25	62.56
30000	50	99.06	12.82	96.06	53.93