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FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis
期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
作者:
Zhang, Chang
;
Meng, Xiangzhu
;
Liu, Qiang
;
Wu, Shu
;
Wang, Liang
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/11/16
Functional magnetic resonance image
Brain network
Federated learning
Deep neural networks
Brain disease diagnosis
An Optimal Control-Based Distributed Reinforcement Learning Framework for A Class of Non-Convex Objective Functionals of the Multi-Agent Network
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2081-2093
作者:
Zhe Chen
;
Ning Li
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  |  
浏览/下载:3/0
  |  
提交时间:2023/09/22
Distributed optimization
multi-agent
optimal control
reinforcement learning (RL)
Federated Learning with Privacy-preserving and Model IP-right-protection
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
作者:
Qiang Yang
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  |  
浏览/下载:13/0
  |  
提交时间:2023/01/18
Federated learning
privacy-preserving machine learning
security
decentralized learning
intellectual property protection
Hashing Fake: Producing Adversarial Perturbation for Online Privacy Protection Against Automatic Retrieval Models
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 11
作者:
Zhang, Xingwei
;
Zheng, Xiaolong
;
Mao, Wenji
;
Zeng, Daniel Dajun
;
Wang, Fei-Yue
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  |  
浏览/下载:23/0
  |  
提交时间:2022/11/14
Perturbation methods
Semantics
Computational modeling
Codes
Task analysis
Privacy
Software
Adversarial perturbation
deep neural network (DNN)
privacy protection
semantic retrieval
Differentially private distributed algorithms for stochastic aggregative games
期刊论文
AUTOMATICA, 2022, 卷号: 142, 页码: 13
作者:
Wang, Jimin
;
Zhang, Ji-Feng
;
He, Xingkang
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  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Differential privacy
Stochastic aggregative games
Distributed algorithms
Stochastic approximation
Differentially private resilient distributed cooperative online estimation over digraphs
期刊论文
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2022, 页码: 19
作者:
Wang, Jimin
;
Zhang, Ji-Feng
;
Liu, Xiao-Kang
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  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
differential privacy
distributed online estimation
resilient estimation
stochastic approximation
Achieving Differential Privacy Publishing of Location-Based Statistical Data Using Grid Clustering
期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2022, 卷号: 11, 期号: 7
作者:
Yan, Yan
;
Sun, Zichao
;
Mahmood, Adnan
;
Xu, Fei
;
Dong, Zhuoyue
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  |  
浏览/下载:23/0
  |  
提交时间:2022/08/09
statistical release of big data
location privacy
differential privacy
privacy spatial decomposition
grid clustering
Differentially Private Federated Learning with Local Regularization and Sparsification
会议论文
线上, 2022-6
作者:
Cheng AD(程安达)
;
Wang PS(王培松)
;
Zhang X(张希)
;
Cheng J(程健)
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  |  
浏览/下载:4/0
  |  
提交时间:2023/06/05
DPNAS: Neural Architecture Search for Deep Learning with Differential Privacy
会议论文
线上, 2022-2
作者:
Cheng AD(程安达)
;
Wang JX(王家兴)
;
Zhang X(张希)
;
Chen Q(谌强)
;
Wang PS(王培松)
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  |  
浏览/下载:5/0
  |  
提交时间:2023/06/05
A differentially private nonnegative matrix factorization for recommender system
期刊论文
Information Sciences, 2022, 卷号: 592, 页码: 21-35
作者:
Ran, Xun
;
Wang, Yong
;
Zhang, Leo Yu
;
Ma, Jun
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  |  
浏览/下载:32/0
  |  
提交时间:2022/04/21
Benchmarking
Collaborative filtering
Economic and social effects
Information services
Large dataset
Matrix algebra
Matrix factorization
Privacy-preserving techniques
Differential privacies
Factorization methods
Filtering problems
Imputation
Non-negativity
Nonnegative matrix factorization
Objective functions
Personalized information services
Polynomial expression
User data
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