Securing Deep Neural Networks on Edge from Membership Inference Attacks Using Trusted Execution Environments

Cheng-Yun Yang, Gowri Ramshankar, Nicholas Eliopoulos, Purvish Jajal, Sudarshan Nambiar, Evan Miller, Xun Zhang, Dave (Jing) Tian, Shuo-Han Chen, Chiy-Ferng Perng, Yung-Hsiang Lu. Securing Deep Neural Networks on Edge from Membership Inference Attacks Using Trusted Execution Environments. In Pascal Meinerzhagen, Kapil Dev, Jerald Yoo, editors, Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, ISLPED 2024, Newport Beach, CA, USA, August 5-7, 2024. pages 1-6, ACM, 2024. [doi]

Abstract

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