Where Flow Matching Leaks: Characterising Membership Signals Along the Interpolation Path

Thomas Sesmat, Gabriel Meseguer-Brocal, Geoffroy Peeters

Understanding memorization in generative models remains challenging, with implications for copyright and privacy. Beyond verbatim reproduction, models can encode subtler traces of…