Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models

Shagufta Mehnaz, Sayanton V. Dibbo, Ehsanul Kabir, Ninghui Li, Elisa Bertino. Are Your Sensitive Attributes Private? Novel Model Inversion Attribute Inference Attacks on Classification Models. In Kevin R. B. Butler, Kurt Thomas, editors, 31st USENIX Security Symposium, USENIX Security 2022, Boston, MA, USA, August 10-12, 2022. pages 4579-4596, USENIX Association, 2022. [doi]

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