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
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 77 4 0 12 Aug 2020
Efficient Deep Learning on Multi-Source Private Data Nicholas Hynes Raymond Cheng D. Song FedML 21 101 0 17 Jul 2018
Confidential Inference via Ternary Model Partitioning Zhongshu Gu Heqing Huang Jialong Zhang D. Su Hani Jamjoom Ankita Lamba Dimitrios E. Pendarakis Ian Molloy 67 53 0 03 Jul 2018
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware Florian Tramèr Dan Boneh FedML 138 396 0 08 Jun 2018
Chiron: Privacy-preserving Machine Learning as a Service T. Hunt Congzheng Song Reza Shokri Vitaly Shmatikov Emmett Witchel 28 201 0 15 Mar 2018
DeepCache: Principled Cache for Mobile Deep Vision Mengwei Xu Mengze Zhu Yunxin Liu F. Lin Xuanzhe Liu VLM 77 201 0 01 Dec 2017
ECHO: An Adaptive Orchestration Platform for Hybrid Dataflows across Cloud and Edge P. Ravindra Aakash Khochare S. Reddy Sarthak Sharma Prateeksha Varshney Yogesh L. Simmhan 21 53 0 04 Jul 2017
Clipper: A Low-Latency Online Prediction Serving System D. Crankshaw Xin Wang Giulio Zhou Michael Franklin Joseph E. Gonzalez Ion Stoica 50 673 0 09 Dec 2016
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems Martín Abadi Ashish Agarwal P. Barham E. Brevdo Zhiwen Chen ... Pete Warden Martin Wattenberg Martin Wicke Yuan Yu Xiaoqiang Zheng 189 11,135 0 14 Mar 2016
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 99 1,866 0 22 Jun 2015