Secure Inference on CIFAR-10 (test)
129.51Offline Time (s)Ours (PSS-based protocol)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours (PSS-based protocol)n (number of parties)=63, t (number of adversaries)=3, k (size of package)=29, Network environment=WAN2026.01 | 129.51 | 33.07 | 162.58 | |
| Liu et al.n (number of parties)=63, t (number of adversaries)=3, Network environment=WAN2026.01 | 188.09 | 86.27 | 274.36 | |
| Ours (PSS-based protocol)n (number of parties)=11, t (number of adversaries)=3, k (size of package)=3, Network environment=WAN2026.01 | 396.67 | 261.88 | 658.55 | |
| Liu et al.n (number of parties)=11, t (number of adversaries)=3, Network environment=WAN2026.01 | 426.93 | 182.71 | 609.64 | |
| Ours (PSS-based protocol)n (number of parties)=31, t (number of adversaries)=12, k (size of package)=4, Network environment=WAN2026.01 | 1,029.76 | 498.14 | 1,527.9 | |
| Ours (PSS-based protocol)n (number of parties)=63, t (number of adversaries)=3, k (size of package)=29, Network environment=WAN2026.01 | 1,738.2 | 343.99 | 2,082.19 |