secureTF: A Secure TensorFlow Framework

20 January 2021

Papers citing "secureTF: A Secure TensorFlow Framework"

26 / 26 papers shown

Title
Attribute Inference Attacks for Federated Regression Tasks Francesco Diana Othmane Marfoq Chuan Xu Giovanni Neglia F. Giroire Eoin Thomas AAML 593 1 0 19 Nov 2024
VeriSplit: Secure and Practical Offloading of Machine Learning Inferences across IoT Devices Han Zhang Zifan Wang Mihir Dhamankar Matt Fredrikson Yuvraj Agarwal 95 2 0 02 Jun 2024
T-Lease: A Trusted Lease Primitive for Distributed Systems Bohdan Trach Rasha Faqeh O. Oleksenko W. Ożga Pramod Bhatotia Christof Fetzer 47 12 0 16 Jan 2021
A practical approach for updating an integrity-enforced operating system W. Ożga D. Quoc Christof Fetzer 54 9 0 05 Jan 2021
TEEMon: A continuous performance monitoring framework for TEEs R. Krahn Donald Dragoti Franz Gregor D. Quoc V. Schiavoni Pascal Felber Clenimar Souza Andrey Brito Christof Fetzer 50 17 0 11 Dec 2020
Trust Management as a Service: Enabling Trusted Execution in the Face of Byzantine Stakeholders Franz Gregor W. Ożga Sébastien Vaucher Rafael Pires D. Quoc Sergei Arnautov André Martin V. Schiavoni Pascal Felber Christof Fetzer 50 31 0 31 Mar 2020
CrypTFlow: Secure TensorFlow Inference Nishant Kumar Mayank Rathee Nishanth Chandran Divya Gupta Aseem Rastogi Rahul Sharma 145 244 0 16 Sep 2019
TensorSCONE: A Secure TensorFlow Framework using Intel SGX Roland Kunkel D. Quoc Franz Gregor Sergei Arnautov Pramod Bhatotia Christof Fetzer FedML 42 67 0 12 Feb 2019
Slalom: Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware Florian Tramèr Dan Boneh FedML 184 401 0 08 Jun 2018
CYCLOSA: Decentralizing Private Web Search Through SGX-Based Browser Extensions Rafael Pires David Goltzsche Sonia Ben Mokhtar S. Bouchenak A. Boutet Pascal Felber R. Kapitza Marcelo Pasin V. Schiavoni 93 27 0 03 May 2018
Chiron: Privacy-preserving Machine Learning as a Service T. Hunt Congzheng Song Reza Shokri Vitaly Shmatikov Emmett Witchel 53 201 0 15 Mar 2018
SgxPectre Attacks: Stealing Intel Secrets from SGX Enclaves via Speculative Execution Guoxing Chen Sanchuan Chen Yuan Xiao Yinqian Zhang Zhiqiang Lin T. Lai SILM 70 337 0 25 Feb 2018
Gazelle: A Low Latency Framework for Secure Neural Network Inference Chiraag Juvekar Vinod Vaikuntanathan A. Chandrakasan 76 894 0 16 Jan 2018
Spectre Attacks: Exploiting Speculative Execution P. Kocher Daniel Genkin Daniel Gruss Werner Haas Michael Hamburg Moritz Lipp Stefan Mangard Thomas Prescher Michael Schwarz Y. Yarom SILM 87 2,190 0 03 Jan 2018
Slick: Secure Middleboxes using Shielded Execution Bohdan Trach Alfred Krohmer Sergei Arnautov Franz Gregor Pramod Bhatotia Christof Fetzer 36 14 0 13 Sep 2017
Leaky Cauldron on the Dark Land: Understanding Memory Side-Channel Hazards in SGX Wenhao Wang Guoxing Chen Xiaorui Pan Yinqian Zhang Xiaofeng Wang Vincent Bindschaedler Haixu Tang Carl A. Gunter AAML 67 374 0 20 May 2017
Software Grand Exposure: SGX Cache Attacks Are Practical Ferdinand Brasser Urs Müller Alexandra Dmitrienko Kari Kostiainen Srdjan Capkun A. Sadeghi AAML 106 612 0 24 Feb 2017
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning Briland Hitaj G. Ateniese Fernando Perez-Cruz FedML 131 1,413 0 24 Feb 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 810 36,892 0 25 Aug 2016
Deep Learning with Differential Privacy Martín Abadi Andy Chu Ian Goodfellow H. B. McMahan Ilya Mironov Kunal Talwar Li Zhang FedML SyDa 216 6,172 0 01 Jul 2016
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning Christian Szegedy Sergey Ioffe Vincent Vanhoucke Alexander A. Alemi 382 14,268 0 23 Feb 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 408 17,615 0 17 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,427 0 02 Dec 2015
Empirical Evaluation of Rectified Activations in Convolutional Network Bing Xu Naiyan Wang Tianqi Chen Mu Li 142 2,914 0 05 May 2015