Confidential Computing across Edge-to-Cloud for Machine Learning: A Survey Study

31 July 2023

Papers citing "Confidential Computing across Edge-to-Cloud for Machine Learning: A Survey Study"

13 / 13 papers shown

Title
How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy Natalia Ponomareva Hussein Hazimeh Alexey Kurakin Zheng Xu Carson E. Denison H. B. McMahan Sergei Vassilvitskii Steve Chien Abhradeep Thakurta 150 180 0 01 Mar 2023
Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge S. Zobaed Ali Mokhtari J. Champati M. Kourouma M. Salehi 42 10 0 14 Nov 2022
An Exploratory Study of Attestation Mechanisms for Trusted Execution Environments James Ménétrey Christian Gottel Marcelo Pasin Pascal Felber V. Schiavoni 50 19 0 14 Apr 2022
Exploring the Impact of Virtualization on the Usability of the Deep Learning Applications Davood Ghatreh Samani M. Salehi 48 8 0 17 Dec 2021
PDMA: Probabilistic Service Migration Approach for Delay-aware and Mobility-aware Mobile Edge Computing Minxian Xu Qiheng Zhou Huaming Wu Weiwei Lin Kejiang Ye Chengzhong Xu 44 25 0 10 Jun 2021
TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption Ayoub Benaissa Bilal Retiat Bogdan Cebere Alaa Eddine Belfedhal FedML 89 138 0 07 Apr 2021
SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud Sakib Zobaed M. Salehi Rajkumar Buyya 51 4 0 26 Feb 2021
Multi-Stage Hybrid Federated Learning over Large-Scale D2D-Enabled Fog Networks Seyyedali Hosseinalipour Sheikh Shams Azam Christopher G. Brinton Nicolò Michelusi Vaneet Aggarwal David J. Love H. Dai 69 92 0 18 Jul 2020
TeeRex: Discovery and Exploitation of Memory Corruption Vulnerabilities in SGX Enclaves Tobias Cloosters Michael Rodler Lucas Davi 26 66 0 15 Jul 2020
DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments Fan Mo Ali Shahin Shamsabadi Kleomenis Katevas Soteris Demetriou Ilias Leontiadis Andrea Cavallaro Hamed Haddadi FedML 64 181 0 12 Apr 2020
Serverless in the Wild: Characterizing and Optimizing the Serverless Workload at a Large Cloud Provider Mohammad Shahrad Rodrigo Fonseca Íñigo Goiri G. Chaudhry Paul Batum Jason Cooke Eduardo Laureano Colby Tresness M. Russinovich Ricardo Bianchini 126 624 0 06 Mar 2020
SgxPectre Attacks: Stealing Intel Secrets from SGX Enclaves via Speculative Execution Guoxing Chen Sanchuan Chen Yuan Xiao Yinqian Zhang Zhiqiang Lin T. Lai SILM 47 337 0 25 Feb 2018
EEGNet: A Compact Convolutional Network for EEG-based Brain-Computer Interfaces Vernon J. Lawhern Amelia J. Solon Nicholas R. Waytowich Stephen M. Gordon C. Hung Brent Lance OOD 103 2,900 0 23 Nov 2016