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Workshop
Membership Inference Attacks via Adversarial Examples
Hamid Jalalzai · Elie Kadoche · Rémi Leluc · Vincent Plassier
Poster
Wed 14:00 M4I: Multi-modal Models Membership Inference
Pingyi Hu · Zihan Wang · Ruoxi Sun · Hu Wang · Minhui Xue
Poster
Amplifying Membership Exposure via Data Poisoning
Yufei Chen · Chao Shen · Yun Shen · Cong Wang · Yang Zhang
Workshop
Plausible Adversarial Attacks on Direct Parameter Inference Models in Astrophysics
Benjamin Horowitz · Peter Melchior
Poster
Tue 9:00 Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference
Jasper Tan · Blake Mason · Hamid Javadi · Richard Baraniuk
Poster
MExMI: Pool-based Active Model Extraction Crossover Membership Inference
Yaxin Xiao · Qingqing Ye · Haibo Hu · Huadi Zheng · Chengfang Fang · Jie Shi
Workshop
Canary in a Coalmine: Better Membership Inference with Ensembled Adversarial Queries
Yuxin Wen · Arpit Bansal · Hamid Kazemi · Eitan Borgnia · Micah Goldblum · Jonas Geiping · Tom Goldstein
Workshop
Inferring Class Label Distribution of Training Data from Classifiers: An Accuracy-Augmented Meta-Classifier Attack
Raksha Ramakrishna · György Dán
Workshop
A Novel Model-Based Attribute Inference Attack in Federated Learning
ilias driouich · CHUAN XU · Giovanni Neglia · Frederic Giroire · Eoin Thomas