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by lmkg 2320 days ago
This is definitely true. In fact, this can be exploited to extract sensitive/private attributes about the training data from the learned models. This may become an issue for, e.g., AI in healthcare.

"Overlearning Reveals Sensitive Attributes": https://arxiv.org/abs/1905.11742