IEEE ICCKE 2025

Delta-Audit: Explaining What Changes When Models Change

Arshia Hemmat, Afsaneh Fatemi

When a model is retrained or swapped, its accuracy may barely move while its reasons change completely. Delta-Audit explains what actually changed between two versions.

A longer write-up of this work is on its way. Until then the paper and the code are the best place to look.