Adaptive Re-identification Evaluation for Image Obfuscation Methods: step 1 – both training and testing partitions go through the same type of obfuscation; step 2 – a CNN model is trained to predict identity labels on the training set; step 3 – the trained CNN model infers the identity labels of the test set.