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Feature Masking Isn't Enough: Auxiliary-Data Membership Inference on Tabular Models with Missing Features

Elran Oren, Ido Hersko, Yitschak Cahana, Asaf Shabtai, Yuval Elovici. Feature Masking Isn't Enough: Auxiliary-Data Membership Inference on Tabular Models with Missing Features. In IEEE International Conference on Software Testing, Verification and Validation, ICST 2026 - Workshops, Daejeon, Republic of Korea, May 18-22, 2026. pages 288-297, IEEE, 2026. [doi]

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