Table 1.
DataSifter k parameter vector mapping determining the level of obfuscation.
Obfuscation level | k0 | k1 | k2 | k3 | k4 |
---|---|---|---|---|---|
None | 0 | 0 | 0 | 0 | 0 |
Small | 0 | 0.05 | 1 | 0,1 | 0.01 |
Medium | 1 | 0.25 | 2 | 0.6 | 0.05 |
Large | 1 | 0,4 | 5 | 0,8 | 0.2 |
Indep | Output synthetic data with independent features |