No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN
Partition for On-Device ML

No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML

11 October 2023

Papers citing "No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML"

13 / 13 papers shown

Title
Laminator: Verifiable ML Property Cards using Hardware-assisted Attestations Vasisht Duddu Oskari Jarvinen Lachlan J. Gunn Nirmal Asokan 85 1 0 25 Jun 2024
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models Jialuo Chen Jingyi Wang Tinglan Peng Youcheng Sun Peng Cheng S. Ji Xingjun Ma Yue Liu D. Song AAML 46 64 0 10 Dec 2021
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories Adnan Siraj Rakin Md Hafizul Islam Chowdhuryy Fan Yao Deliang Fan AAML MIACV 54 113 0 08 Nov 2021
PPFL: Privacy-preserving Federated Learning with Trusted Execution Environments Fan Mo Hamed Haddadi Kleomenis Katevas Eduard Marin Diego Perino N. Kourtellis FedML 100 246 0 29 Apr 2021
Membership Inference Attacks on Machine Learning: A Survey Hongsheng Hu Z. Salcic Lichao Sun Gillian Dobbie Philip S. Yu Xuyun Zhang MIACV 71 423 0 14 Mar 2021
A Survey of Published Attacks on Intel SGX Alexander Nilsson Pegah Nikbakht Bideh Joakim Brorsson 28 128 0 24 Jun 2020
Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves Tarek Elgamal Klara Nahrstedt FedML 6 31 0 12 May 2020
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 153 4,395 0 07 Nov 2019
Differential Privacy Has Disparate Impact on Model Accuracy Eugene Bagdasaryan Vitaly Shmatikov 78 474 0 28 May 2019
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures Mengjia Yan Christopher W. Fletcher Josep Torrellas MIACV FedML 51 247 0 14 Aug 2018
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service L. Hanzlik Yang Zhang Kathrin Grosse A. Salem Maximilian Augustin Michael Backes Mario Fritz OffRL 65 103 0 01 Aug 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 29 331 0 25 Feb 2018
Membership Inference Attacks against Machine Learning Models Reza Shokri M. Stronati Congzheng Song Vitaly Shmatikov SLR MIALM MIACV 200 4,075 0 18 Oct 2016