Research Article
Multiple Differential Distinguisher of SIMECK32/64 Based on Deep Learning
Table 3
SIMECK32/64 distinguisher of 6–10 rounds MLP compared to CNN.
| r (round) | Number of parameters | Time of training | Accuracy | MLP | CNN | MLP (s) | CNN (s) | MLP | CNN |
| 6 | 15585 | 44001 | 3362 | 5723 | 0.9999 | 0.9999 | 7 | 15585 | 44001 | 3481 | 5727 | 0.9432 | 0.9998 | 8 | 15585 | 44001 | 3401 | 5720 | 0.8801 | 0.9648 | 9 | 15585 | 44001 | 3408 | 5743 | 0.6128 | 0.7248 | 10 | 15585 | 44001 | 3361 | 5761 | 0.5016 | 0.5501 |
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