Table 3 The cost of generating private keys and ciphertext for four algorithms.
Network | Reference4 | Reference5 | Reference6 | Reference33 | Reference34 | This study |
|---|---|---|---|---|---|---|
Scoring prediction | 104.51 × 103 μs | 106.87 × 103 μs | 183.98 × 103 μs | 60.73 × 103 μs | 57.89 × 103 μs | 55.23 × 103 μs |
Loss function | 30.75 × 103 μs | 32.42 × 103 μs | 56.53 × 103 μs | 17.12 × 103 μs | 15.51 × 103 μs | 13.76 × 103 μs |
Weight update | 11.24 × 103 μs | 18.72 × 103 μs | 32.26 × 103 μs | 10.96 × 103 μs | 8.43 × 103 μs | 6.11 × 103 μs |
Epoch | 10.56 × 103 μs | 10.70 × 103 μs | 20.58 × 103 μs | 8.59 × 103 μs | 6.84 × 103 μs | 5.62 × 103 μs |