Table 3.
The comparison result of homomorphic matrix encryption schemes.
| Matrix size | Method | Enc(s) | HE.MatAdd(s) | HE.MatMult(s) | Dec. (s) |
|---|---|---|---|---|---|
| 32 × 32 | seIMC | 6.998 | 7.345 | 10.639 | 0.0768 |
| Jiang's | 0.09 | 0.01 | 15.592 | 0.0543 | |
| Ours | 0.679 | 0.204 | 0.946 | 0.067 | |
| 64 × 64 | seIMC | 7.82 | 8.21 | 12.287 | 0.312 |
| Jiang's | 0.196 | 0.01 | 37.793 | 0.705 | |
| Ours | 0.8 | 0.233 | 1.24 | 0.222 | |
| 128 × 128 | seIMC | 9.843 | 10.402 | 15.824 | 1.305 |
| Jiang's | – | – | – | – | |
| Ours | 1.127 | 0.291 | 1.525 | 0.862 |
Bold values indicate our methods have a lower running time than the comparison methods.