[Preprint]: Our new preprint, Assessing Per-Sample Membership Inference Vulnerability without Retraining, is now live on arXiv. The paper presents an efficient approach to evaluate per-sample membership inference attack (MIA) vulnerability while bypassing the overhead of retraining shadow models.

Check it out here.📄