Research Article
[Retracted] Privacy Protection Technology Based on Machine Learning and Intelligent Data Recognition
Table 2
Comparison of the classification accuracy and attack accuracy of the training model under different parameters in the MNIST dataset.
| Data size | Epoch | Model accuracy (%) | Attack success rate (%) |
| 10000 | 10 | 98.75 | 13.14 | 20000 | 10 | 91.35 | 20.86 | 30000 | 10 | 90.18 | 27.08 | 10000 | 25 | 84.52 | 34.52 | 20000 | 25 | 57.73 | 45.61 | 30000 | 25 | 51.26 | 42.47 | 10000 | 50 | 48.17 | 59.64 | 20000 | 50 | 23.69 | 78.15 | 30000 | 50 | 19.42 | 65.48 |
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