Unsupervised Information Obfuscation for Split Inference of Neural
Networks

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Unsupervised Information Obfuscation for Split Inference of Neural Networks

23 April 2021

Mohammad Samragh

Aleksei Triastcyn

Joseph B. Soriaga

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Papers citing "Unsupervised Information Obfuscation for Split Inference of Neural Networks"

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Title
Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing Mohammad Malekzadeh F. Kawsar FedML 69 6 0 20 Oct 2023
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification Tasks Jingyi Li Guocheng Liao Lin Chen Xu Chen 82 9 0 06 Sep 2023
Measuring and Controlling Split Layer Privacy Leakage Using Fisher Information Kiwan Maeng Chuan Guo Sanjay Kariyappa Ed Suh FedML 99 6 0 21 Sep 2022
Decouple-and-Sample: Protecting sensitive information in task agnostic data release Abhishek Singh Ethan Garza Ayush Chopra Praneeth Vepakomma Vivek Sharma Ramesh Raskar 63 7 0 17 Mar 2022