Target leakage. This occurs when a feature leaked into the target. E.g. if you're trying to predict yearly income and accidentally a monthly salary feature is included in your dataset (for the same time period). While it seems hard to make this mistake, think of datasets with hundreds of features sources from different databases and repositories around a business, perhaps calculated by multiple teams.