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Unsupervised Information Obfuscation for Split Inference of Neural
  Networks
v1v2 (latest)

Unsupervised Information Obfuscation for Split Inference of Neural Networks

23 April 2021
Mohammad Samragh
H. Hosseini
Aleksei Triastcyn
K. Azarian
Joseph B. Soriaga
F. Koushanfar
ArXiv (abs)PDFHTML

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

5 / 5 papers shown
Oops!... They Stole it Again: Attacks on Split Learning
Oops!... They Stole it Again: Attacks on Split Learning
Tanveer Khan
A. Michalas
193
1
0
14 Aug 2025
Salted Inference: Enhancing Privacy while Maintaining Efficiency of
  Split Inference in Mobile Computing
Salted Inference: Enhancing Privacy while Maintaining Efficiency of Split Inference in Mobile Computing
Mohammad Malekzadeh
F. Kawsar
FedML
281
6
0
20 Oct 2023
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative
  Inference Framework for Deep Learning Classification Tasks
Roulette: A Semantic Privacy-Preserving Device-Edge Collaborative Inference Framework for Deep Learning Classification TasksIEEE Transactions on Mobile Computing (IEEE TMC), 2023
Jingyi Li
Guocheng Liao
Lin Chen
Xu Chen
265
17
0
06 Sep 2023
Measuring and Controlling Split Layer Privacy Leakage Using Fisher
  Information
Measuring and Controlling Split Layer Privacy Leakage Using Fisher Information
Kiwan Maeng
Chuan Guo
Sanjay Kariyappa
Ed Suh
FedML
284
7
0
21 Sep 2022
Decouple-and-Sample: Protecting sensitive information in task agnostic
  data release
Decouple-and-Sample: Protecting sensitive information in task agnostic data releaseEuropean Conference on Computer Vision (ECCV), 2022
Abhishek Singh
Ethan Garza
Ayush Chopra
Praneeth Vepakomma
Vivek Sharma
Ramesh Raskar
217
9
0
17 Mar 2022
1
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