Table 6 Results of the corner simulations.
From: A robust deep learning attack immune MRAM-based physical unclonable function
MTJ | FinFET | Proposed 2-array | Proposed 4-array | ||||
|---|---|---|---|---|---|---|---|
MLP (%) | LR (%) | SVM (%) | MLP (%) | LR (%) | SVM (%) | ||
S | SS | 53.62 | 53.31 | 54.38 | 51.88 | 48.16 | 51.37 |
SF | 53.62 | 53.31 | 53.31 | 51.88 | 48.16 | 51.37 | |
FS | 53.62 | 53.31 | 53.31 | 51.88 | 48.16 | 51.37 | |
FF | 53.62 | 53.31 | 53.31 | 51.88 | 50.12 | 50.32 | |
T | TT | 53.61 | 53.72 | 54.04 | 49.87 | 49.60 | 49.60 |
F | SS | 57.31 | 57.39 | 57.39 | 50.57 | 48.16 | 50.32 |
SF | 57.31 | 57.18 | 57.18 | 50.57 | 49.40 | 50.32 | |
FS | 57.31 | 57.18 | 57.18 | 50.57 | 49.50 | 50.32 | |
FF | 56.80 | 57.47 | 57.47 | 50.37 | 49.36 | 48.98 | |
