Abstract Interpretation-Based Data Leakage Static Analysis

Filip Drobnjaković, Pavle Subotić, Caterina Urban

Data leakage is a well-known problem in machine learning. Data leakage occurs when information from outside the training dataset is used to create a model. This phenomenon renders…