DarKnight: A Data Privacy Scheme for Training and Inference of Deep
Neural Networks

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DarKnight: A Data Privacy Scheme for Training and Inference of Deep Neural Networks

1 June 2020

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Papers citing "DarKnight: A Data Privacy Scheme for Training and Inference of Deep Neural Networks"

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Title
Characterization of GPU TEE Overheads in Distributed Data Parallel ML Training Jonghytun Lee Yongqin Wang Rachit Rajat M. Annavaram 102 0 0 20 Jan 2025
CompactTag: Minimizing Computation Overheads in Actively-Secure MPC for Deep Neural Networks Yongqin Wang Pratik Sarkar Nishat Koti A. Patra Murali Annavaram 49 2 0 08 Nov 2023
Efficient Privacy-Preserving Machine Learning with Lightweight Trusted Hardware Pengzhi Huang Thang Hoang Yueying Li Elaine Shi G. E. Suh 44 3 0 18 Oct 2022
Enabling Inference Privacy with Adaptive Noise Injection Sanjay Kariyappa Ousmane Amadou Dia Moinuddin K. Qureshi 56 5 0 06 Apr 2021
FedML: A Research Library and Benchmark for Federated Machine Learning Chaoyang He Songze Li Jinhyun So Xiao Zeng Mi Zhang ... Yang Liu Ramesh Raskar Qiang Yang M. Annavaram Salman Avestimehr FedML 259 577 0 27 Jul 2020
Privacy in Deep Learning: A Survey Fatemehsadat Mirshghallah Mohammadkazem Taram Praneeth Vepakomma Abhishek Singh Ramesh Raskar H. Esmaeilzadeh FedML 116 139 0 25 Apr 2020