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Recent Advances of Differential Privacy in Centralized Deep Learning: A
  Systematic Survey

Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey

28 September 2023
Lea Demelius
Roman Kern
Andreas Trügler
    SyDa
    FedML
ArXivPDFHTML

Papers citing "Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey"

5 / 5 papers shown
Title
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey
Edge-Cloud Collaborative Computing on Distributed Intelligence and Model Optimization: A Survey
J. H. Liu
Yao Du
Kun Yang
Yan Wang
Xiping Hu
Z. Wang
Y. Liu
Peng Sun
Azzedine Boukerche
Victor C.M. Leung
31
0
0
03 May 2025
Bipartite Randomized Response Mechanism for Local Differential Privacy
Bipartite Randomized Response Mechanism for Local Differential Privacy
Shun Zhang
Hai Zhu
Zhili Chen
N. Xiong
21
0
0
29 Apr 2025
Differential Privacy Meets Neural Network Pruning
Differential Privacy Meets Neural Network Pruning
Kamil Adamczewski
Mijung Park
SyDa
26
5
0
08 Mar 2023
Tempered Sigmoid Activations for Deep Learning with Differential Privacy
Tempered Sigmoid Activations for Deep Learning with Differential Privacy
Nicolas Papernot
Abhradeep Thakurta
Shuang Song
Steve Chien
Ulfar Erlingsson
AAML
128
178
0
28 Jul 2020
Privacy Preserving Face Recognition Utilizing Differential Privacy
Privacy Preserving Face Recognition Utilizing Differential Privacy
Pathum Chamikara Mahawaga Arachchige
P. Bertók
I. Khalil
D. Liu
S. Çamtepe
PICV
39
114
0
21 May 2020
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