# Would it be possible to determine the dataset a neural network was trained on?

Let's say we have a neural network that was trained with a dataset $$D$$ to solve some task. Would it be possible to "reverse-engineer" this neural network and get a vague idea of the dataset $$D$$ it was trained on?