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Ten Challenging Problems in Federated Foundation Models 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 7, 页码: 4314-4337
作者:  Fan, Tao;  Gu, Hanlin;  Cao, Xuemei;  Chan, Chee Seng;  Chen, Qian;  Chen, Yiqiang;  Feng, Yihui;  Gu, Yang;  Geng, Jiaxiang;  Luo, Bing;  Liu, Shuoling;  Ong, Win Kent;  Ren, Chao;  Shao, Jiaqi;  Sun, Chuan;  Tang, Xiaoli;  Tae, Hong Xi;  Tong, Yongxin;  Wei, Shuyue;  Wu, Fan;  Xi, Wei;  Xu, Mingcong;  Yang, He;  Yang, Xin;  Yan, Jiangpeng;  Yu, Hao;  Yu, Han;  Zhang, Teng;  Zhang, Yifei;  Zhang, Xiaojin;  Zheng, Zhenzhe;  Fan, Lixin;  Yang, Qiang
收藏  |  浏览/下载：6/0  |  提交时间：2025/12/03
Frequency modulation  Foundation models  Privacy  Optimization  Adaptation models  Watermarking  Knowledge transfer  Training  Fans  Data privacy  Federated foundation models (FedFMs)  federated learning  foundation models  large language models  privacy-preserving Ai  
Hierarchical Reverse Games for the Resource Ecosystem in Cloud-Edge Computing 期刊论文
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2025, 卷号: 71, 期号: 2, 页码: 4039-4052
作者:  Pei, Manlin;  Wang, Chenyu;  Wang, Xia;  Zheng, Zhigao;  Huang, Jianhui;  Wang, Shengling;  Guo, Yufei
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Cloud computing  Pricing  Cloud-edge computing  resource allocation  hierarchical reverse game  privacy-preservation  Cloud-edge computing  resource allocation  hierarchical reverse game  privacy-preservation  
Trident: The Acceleration Architecture for High-Performance Private Set Intersection 期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 4, 页码: 1152-1167
作者:  Zhang, Jinkai;  Yang, Yinghao;  Zhou, Zhe;  Hu, Zhicheng;  Zhao, Xin;  Chang, Liang;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：38/0  |  提交时间：2025/06/25
Protocols  Receivers  Cryptography  Hardware  Central Processing Unit  Random access memory  Data privacy  Polynomials  Field programmable gate arrays  Computer architecture  Private set intersection (PSI)  fully homomorphic encryption (FHE)  FPGA accelerator  privacy computing  
Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao
收藏  |  浏览/下载：37/0  |  提交时间：2024/12/06
Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare  
DiSAuth: A DNS-based secure authorization framework for protecting data decoupled from applications 期刊论文
COMPUTER NETWORKS, 2024, 卷号: 254, 页码: 18
作者:  Li, Ying;  Wei, Jiuqi;  Fei, Ziyu;  Fu, Yufan;  Lee, Xiaodong
收藏  |  浏览/下载：26/0  |  提交时间：2024/12/06
Authorization  Data security and privacy  DNS  Blockchain  
PrivFusion: Privacy-Preserving Model Fusion via Decentralized Federated Graph Matching 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 12, 页码: 9051-9064
作者:  Chen, Qian;  Chen, Yiqiang;  Jiang, Xinlong;  Zhang, Teng;  Dai, Weiwei;  Huang, Wuliang;  Yan, Bingjie;  Yan, Zhen;  Lu, Wang;  Ye, Bo
收藏  |  浏览/下载：48/0  |  提交时间：2025/06/25
Adaptation models  Data models  Privacy  Load modeling  Biological neural networks  Collaboration  Predictive models  Graph matching  model fusion  model privacy  
Streaming Data Collection With a Private Sketch-Based Protocol 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 15, 页码: 25950-25967
作者:  Li, Ying;  Lee, Xiaodong;  Peng, Botao;  Palpanas, Themis;  Xue, Jingan
收藏  |  浏览/下载：38/0  |  提交时间：2024/12/06
Privacy  Estimation  Data collection  Frequency estimation  Protocols  Protection  Internet  local differential privacy (LDP)  mean estimation  sketch  
Domain-incremental learning without forgetting based on random vector functional link networks 期刊论文
PATTERN RECOGNITION, 2024, 卷号: 151, 页码: 12
作者:  Liu, Chong;  Wang, Yi;  Li, Dong;  Wang, Xizhao
收藏  |  浏览/下载：29/0  |  提交时间：2024/12/06
Incremental learning  Domain-incremental learning  RVFL network  Catastrophic forgetting  Privacy preservation  
Sensitive Data Privacy Protection of Carrier in Intelligent Logistics System 期刊论文
SYMMETRY-BASEL, 2024, 卷号: 16, 期号: 1, 页码: 29
作者:  Yao, Zhengyi;  Tan, Liang;  Yi, Junhao;  Fu, Luxia;  Zhang, Zhuang;  Tan, Xinghong;  Xie, Jingxue;  She, Kun;  Yang, Peng;  Wu, Wanjing;  Ye, Danlian;  Yu, Ziyuan
收藏  |  浏览/下载：41/0  |  提交时间：2024/05/20
data privacy  location privacy  smart logistics platform  privacy protection  
Poseidon-NDP: Practical Fully Homomorphic Encryption Accelerator Based on Near Data Processing Architecture 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 12, 页码: 4749-4762
作者:  Yang, Yinghao;  Lu, Hang;  Li, Xiaowei
收藏  |  浏览/下载：91/0  |  提交时间：2024/05/20
FPGA accelerator  fully homomorphic encryption (FHE)  near data processing (NDP)  privacy computing