Research Article
Research and Implementation on Power Analysis Attacks for Unbalanced Data
Table 7
The test accuracy after data enhancement.
| Pieces | Label | Accuracy (%) | Time(s) | 0 (%) | 1 (%) | 2 (%) | 3 (%) | 4 (%) | 5 (%) | 6 (%) | 7 (%) | 8 (%) |
| 800 | Pi | 100 | 76 | 90 | 93 | 93 | 92 | 90 | 92 | 80 | 91 | 1.856 | Ri | 67 | 78 | 84 | 91 | 92 | 91 | 89 | 79 | 50 |
| 1000 | Pi | 100 | 91 | 91 | 95 | 93 | 94 | 92 | 93 | 75 | 93 | 2.144 | Ri | 67 | 85 | 89 | 91 | 90 | 94 | 83 | 82 | 50 |
| 1500 | Pi | 100 | 91 | 89 | 97 | 92 | 93 | 92 | 85 | 100 | 93 | 3.112 | Ri | 67 | 81 | 88 | 92 | 93 | 90 | 89 | 82 | 50 |
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