Table 7 Average latency (in seconds) of homomorphic SVM inference on the CHD, WBC, BreastMNIST, and PneumoniaMNIST datasets
From: Private pathological assessment via machine learning and homomorphic encryption
Kernel | ||||
|---|---|---|---|---|
Dataset | Linear | Poly | RBF | Sigmoid |
CHD | 0.39 | 3.83 | 4.81 | 11.23 |
WBC | 0.52 | 4.41 | 5.73 | 12.80 |
BreastMNIST | − | − | 2.09 | − |
PneumoniaMNIST | − | − | 2.03 | − |