Very small drop of performance when the projection is applied to state-of-the-art face recognition models, which demonstrates the success of SensitiveNets in preserving the recognition accuracy
Gender information is removed from the embedding descriptors. As a result, gender-dependent features are removed from the decision-making of the biometric system
Ethnicity information is removed from the embedding descriptors. As a result, the ethnicity-dependent features are removed from the decision-making of the biometric system