Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves

12 May 2020

Papers citing "Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves"

10 / 10 papers shown

Title
TensorShield: Safeguarding On-Device Inference by Shielding Critical DNN Tensors with TEE Tong Sun Bowen Jiang Hailong Lin Borui Li Yixiao Teng Yi Gao Wei Dong FedML 14 0 0 28 May 2025
TEESlice: Protecting Sensitive Neural Network Models in Trusted Execution Environments When Attackers have Pre-Trained Models Ding Li Ziqi Zhang Mengyu Yao Y. Cai Yao Guo Xiangqun Chen FedML 63 2 0 15 Nov 2024
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment Qinfeng Li Yangfan Xie Tianyu Du Zhiqiang Shen Zhenghan Qin Hao Peng Xinkui Zhao Xianwei Zhu Yuxiang Cai Xuhong Zhang 63 3 0 16 Oct 2024
TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment Qinfeng Li Zhiqiang Shen Zhenghan Qin Yangfan Xie Xuhong Zhang Tianyu Du Jianwei Yin 69 8 0 17 Apr 2024
Edge AI for Internet of Energy: Challenges and Perspectives Yassine Himeur A. Sayed A. Alsalemi F. Bensaali Abbes Amira 125 31 0 28 Nov 2023
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML Ziqi Zhang Chen Gong Yifeng Cai Yuanyuan Yuan Bingyan Liu Ding Li Yao Guo Xiangqun Chen FedML 81 21 0 11 Oct 2023
Machine Learning with Confidential Computing: A Systematization of Knowledge Fan Mo Zahra Tarkhani Hamed Haddadi 94 10 0 22 Aug 2022
Self-Serviced IoT: Practical and Private IoT Computation Offloading with Full User Control Dohyun Kim Prasoon Patidar Han Zhang Abhijith Anilkumar Yuvraj Agarwal 39 2 0 09 May 2022
The Trusted Edge Christian Meurisch 29 0 0 28 May 2021
Identity-Aware Attribute Recognition via Real-Time Distributed Inference in Mobile Edge Clouds Zichuan Xu Jiangkai Wu Qiufen Xia Pan Zhou Jiankang Ren Huizhi Liang 141 4 0 12 Aug 2020