Quantifying Overfitting: Evaluating Neural Network Performance through Analysis of Null Space

Hossein Rezaei, Mohammad Sabokrou

Machine learning models that are overfitted/overtrained are more vulnerable to knowledge leakage, which poses a risk to privacy. Suppose we download or receive a model from a third…