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Defending Federated Learning System from Poisoning Attacks via Efficient Unlearning
《Computers, Materials & Continua》2025年第4期239-258,共20页Long Cai Ke Gu Jiaqi Lei 
supported in part by the National Social Science Foundation of China under Grant 20BTQ058;in part by the Natural Science Foundation of Hunan Province under Grant 2023JJ50033.
Large-scale neural networks-based federated learning(FL)has gained public recognition for its effective capabilities in distributed training.Nonetheless,the open system architecture inherent to federated learning syst...
关键词:Federated learning malicious client detection model recovery machine unlearning 
A Federated Learning Incentive Mechanism for Dynamic Client Participation:Unbiased Deep Learning Models
《Computers, Materials & Continua》2025年第4期619-634,共16页Jianfeng Lu Tao Huang Yuanai Xie Shuqin Cao Bing Li 
supported by the National Natural Science Foundation of China(Nos.62072411,62372343,62402352,62403500);the Key Research and Development Program of Hubei Province(No.2023BEB024);the Open Fund of Key Laboratory of Social Computing and Cognitive Intelligence(Dalian University of Technology),Ministry of Education(No.SCCI2024TB02).
The proliferation of deep learning(DL)has amplified the demand for processing large and complex datasets for tasks such as modeling,classification,and identification.However,traditional DL methods compromise client pr...
关键词:Federated learning deep learning non-IID data dynamic client participation non-convex optimization CONTRACT 
Dingshu Town Lianhuadang Pedestrian Bridge
《Frontiers of Architectural Research》2025年第1期F0003-F0003,共1页
Location:Dingshu,Yixing,Jiangsu,China Client:The People's Government of Dingshu Town Design:Architecture&Engineers Co.,LTD.of Southeast University LeaderDesigner:PengTang Team:YujiaoWang,LeijunZeng CompletionYear:2023...
关键词:CLIENT ANG DESIGNER 
Senior Phones,Young Users Dialing back the clock to fight digital overload
《Beijing Review》2024年第46期38-39,共2页Yuan Yuan 
Locking her smartphone in a desk drawer and taking out a feature phone before leaving the office every day is the strategy that Liu Xinran,a 26-year-old client manager at a trading company in Chongqing Municipality,so...
关键词:CLIENT CHONGQING TRADING 
All-In,Buy China
《ChinAfrica》2024年第11期36-37,共2页TAO XING 
China’s brokerages were busier than usual during the National Day holiday(1-7 October),providing round-the-clock online services for account opening and consulting after receiving requests from clients.This investor ...
关键词:gained CLIENT SERVICES 
Two-Stage Client Selection Scheme for Blockchain-Enabled Federated Learning in IoT
《Computers, Materials & Continua》2024年第11期2317-2336,共20页Xiaojun Jin Chao Ma Song Luo Pengyi Zeng Yifei Wei 
Federated learning enables data owners in the Internet of Things(IoT)to collaborate in training models without sharing private data,creating new business opportunities for building a data market.However,in practical o...
关键词:Blockchain federated learning attribute-based encryption client selection proximal policy optimization 
Client selection and resource scheduling in reliable federated learning for UA V-assisted vehicular networks
《Chinese Journal of Aeronautics》2024年第9期328-346,共19页Hongbo ZHAO Liwei GENG Wenquan FENG ChangmingZHOU 
supported by the National Natural Science Foundation of China (Nos.61901015,62301017).
Federated Learning(FL),a promising deep learning paradigm extensively deployed in Vehicular Edge Computing Networks(VECN),allows a distributed approach to train datasets of nodes locally,e.g.,for mobile vehicles,and e...
关键词:Federated learning Vehicular edge computing Resource management Reinforcement learning Optimization techniques 
Beyond Group Think
《China Weekly》2024年第9期30-33,共4页Meng Qian 
"If you want to make perfect xiaolongbao,you should choose pork shoulder,because it's the freshest and most tender of all,"said Huang Huazhong as he led a party of foreign clients on a tour of Shanghai's Guangyuan Foo...
关键词:MARKET CLIENT PERFECT 
More Than Making the Sale--Holistic approaches to individual sales and company direction
《空中英语教室(高级版.彭蒙惠英语)》2024年第9期8-9,39,40,共4页Srikumar Rao 
Husband-and-wife team Ben and Ann Thakur co-founded a staffing company in New Jersey in 1999.Their company,eTeam,has since become a global organization with sales of$56o million and growing.Its clients include Meta,Jo...
关键词:SALES COMPANY CLIENT 
网络安全课程虚拟仿真设计案例——基于eNSP的L2TP Client-Initiated VPN仿真实验设计
《网络安全技术与应用》2024年第7期7-11,共5页熊翌竹 
2023年校“教学质量工程”项目(金课)——华为网络设备安全配置与管理;2023年度校级课程思政示范课程——华为网络设备安全配置与管理。
针对L2TP Client-Initiated VPN仿真实验无法在e NSP客户端安装拨号软件的问题,及清晰展示L2TP VPN相关原理如配置过程,隧道建立过程,报文分析等实践教学需求,提出了一种将物理机与仿真环境进行结合的设计与仿真方案。方案利用Cloud云将...
关键词:L2TP Client-Initiated VPN 企业网络仿真平台 防火墙 隧道 
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