Table 7 Results of a combination of the new network structure and the output difference neural distinguisher
Core Net | Bit Set | Number | Total Params | Accuracy (%) | Source |
|---|---|---|---|---|---|
Conv | {12,13,28,29} | 4 | 41441 | 66.7 | Ebrahimi et al. (2021) |
{12,13,14,28,29,30} | 6 | 43489 | 67.3 | ||
All bits | 64 | 70177 | 78.9 | Gohr (2019) | |
SeparableConv | {12,13,28,29} | 4 | 21921 | 66.7 | “Results and discussion” section |
{12,13,14,28,29,30} | 6 | 23969 | 67.3 | ||
All bits | 64 | 50661 | 78.7 | “New network structure” section |