Hibiki Ito

PhD student, Kyoto University

1 paper at NeurIPS 2025

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Poster Session 2

1 paper

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning

#1210 · Marlon Tobaben, Hibiki Ito, Joonas Jälkö, Yuan He, Antti Honkela

We derive a power-law relationship between the number of examples per class and per-example vulnerability to membership inference and support it with extensive experiments.