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Frequency-Domain Membership Inference Does Not Beat Confidence Thresholding: A B

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1 SIGNALFIRST DETECTED 20 October 2026
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21 Jul
JUMP: Single-Pass Membership Inference on Fine-Tuned Diffusion Language Models

arXiv:2607.16207v1 Announce Type: new Abstract: Membership inference attacks (MIAs) test whether a candidate example appeared in a model's training data. We study MIAs for

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