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Membership Inference Attacks

3 papers across 3 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
A Reliable Cryptographic Framework for Empirical Machine Unlearning Evaluation
#1303 · Yiwen Tu, Pingbang Hu, Jiaqi Ma

We propose the a theoretical-sound machine unlearning evaluation framework with provable properties.

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Practical Bayes-Optimal Membership Inference Attacks
#1312 · Marcus Lassila, Johan Oestman, Khac-Hoang Ngo, Alexandre Graell i Amat

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts
#1300 · Li Bai, Qingqing Ye, Xinwei Zhang, Sen Zhang, Zi Liang, Jianliang Xu, Haibo Hu