Window-Based Distribution Shift Detection for Deep Neural Networks

Guy Bar-Shalom, Yonatan Geifman, Ran El-Yaniv

To deploy and operate deep neural models in production, the quality of their predictions, which might be contaminated benignly or manipulated maliciously by input distributional de…