SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing

Jialong Sun, Zeming Wei, Jiaxuan Zou +6

Machine unlearning (MU) is essential for enforcing the right to be forgotten in machine learning systems. A key challenge of MU is how to reliably audit whether a model has truly f…