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Comparison among HEALER and other homomorphic encryption applications in terms of the SSEV and the number of accumulated NAHM
| Application scenarios | SSEV | NAHM | ||
|---|---|---|---|---|
| Exact logistic regression (HEALER) | 4.38 KB | 8 | ||
| Edit distance (Cheon et al., 2015) | 17.95 KB | 13 | ||
| Expectation maximization (Lauter et al., 2014) | 2 iterations (192 bits) | 96 KB | 5 | |
| 3 iterations (384 bits) | 384 KB | 8 | ||
| Model evaluation (Bos et al., 2014) | Logistic regression (128 bits) | 64 KB | 1 | |
| Cox regression (512 bits) | 1.0 MB | 3 | ||
