Exposing Privacy Vulnerabilities in Federated Learning: A GAN-Based Model Inversion Attack

Συγγραφείς: Islam, Md Morshedul, Neupane, Suraj, Faruk, Md Jobair Hossain, Shahriar, Hossain, Cuzzocrea, Alfredo

Πηγή: 2025 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2025 IEEE International Conference on. :4227-4236 Dec, 2025

Relation: 2025 IEEE International Conference on Big Data (BigData)

DWA:DynamicWeighted Aggregation algorithm for Federated Learning

Συγγραφείς: Zhu, Shilong, Li, Qiang

Πηγή: Proceedings of the 2025 6th International Conference on Computer Science and Management Technology. :882-887

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3795154.3795297

Application of Federated Learning Algorithms in Cross-Border E-Commerce Data Compliance Sharing

Συγγραφείς: Lian, Weiwen, Zhuang, Peihan, Lin, Shihan

Πηγή: 2025 2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS) Intelligent Algorithms for Computational Intelligence Systems (IACIS), 2025 2nd International Conference on. :1-6 Aug, 2025

Relation: 2025 2nd International Conference on Intelligent Algorithms for Computational Intelligence Systems (IACIS)

Robust Quantum Federated Learning Against Colluding and Non-Colluding Byzantine Attacks

Συγγραφείς: Shi, J., Lyu, X., Chen, T., Zhang, S., Li, X.

Πηγή: IEEE Transactions on Information Forensics and Security IEEE Trans.Inform.Forensic Secur. Information Forensics and Security, IEEE Transactions on. 21:7188-7201 2026

Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations

Συγγραφείς: Shao, Y., Li, J., Shi, L., Wei, K., Ding, M., Li, Q., Li, Z., Chen, W., Jin, S.

Πηγή: IEEE Transactions on Emerging Topics in Computing IEEE Trans. Emerg. Topics Comput. Emerging Topics in Computing, IEEE Transactions on. 14(1):160-171 Jan, 2026

Federated learning particle swarm optimization algorithm for global optimization

Συγγραφείς: Hu, YuJie^Aff1, Liu, Ge^Aff1, Zhu, Donglin^{Aff1, Aff4, IDs41965026002235_cor1}, Wu, Shuo^Aff1, Zhou, Changjun^{Aff1, IDs41965026002235_cor2}, Cheng, Shi^Aff2, Ma, Lianbo^Aff3

Πηγή: Journal of Membrane Computing. :1-48

Dual-Criterion Model Aggregation in Federated Learning: Balancing Data Quantity and Quality

Συγγραφείς: Zhang, Haizhou, Yu, Xianjia, Westerlund, Tomi

Πηγή: 2025 IEEE 11th World Forum on Internet of Things (WF-IoT) Internet of Things (WF-IoT), 2025 IEEE 11th World Forum on. :1-3 Oct, 2025

Relation: 2025 IEEE 11th World Forum on Internet of Things (WF-IoT)

Multi-Source Big Data Indoor Positioning Technology under the Federated Learning Framework

Συγγραφείς: Wang, Yibo, Wang, Runyuan, Wang, Yi, Xie, Yinqing

Πηγή: Proceedings of the 2025 International Conference on Big Data, Artificial Intelligence and Digital Economy. :287-291

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3767052.3767095

A Federated Learning-Based Approach for IoT Malware Detection

Συγγραφείς: Liu, Houyu, Liu, Wanping, Lu, Ling

Πηγή: Proceedings of the 2025 5th International Conference on Internet of Things and Machine Learning. :260-266

Διαθεσιμότητα: http://dl.acm.org/doi/10.1145/3749566.3749618

A High-Dimensional Clustering Algorithm and Its Application in the Siting of New Energy Facilities

Συγγραφείς: Liu, Yuxuan, Chen, Senyuan, Li, Chuan'an, Niu, Mengying, Zhou, Huiying, Zhao, Housu

Πηγή: 2025 2nd International Conference on Algorithms, Software Engineering and Network Security (ASENS) Algorithms, Software Engineering and Network Security (ASENS), 2025 2nd International Conference on. :80-83 Mar, 2025

Relation: 2025 2nd International Conference on Algorithms, Software Engineering and Network Security (ASENS)

Hybrid Intelligent Moderation Framework for Secure Digital Media Using Transformer-Based NLP and Behavioural Risk Analysis

Συγγραφείς: Amutha, S.^Aff12, Sharmilee, D.^Aff12, Aruna, R.^Aff12

Συνεισφορές: Kacprzyk, Janusz, Series Editor^Aff1, Gomide, Fernando, Advisory Editor^Aff2, Kaynak, Okyay, Advisory Editor^Aff3, Liu, Derong, Advisory Editor^Aff4, Pedrycz, Witold, Advisory Editor^Aff5, Polycarpou, Marios M., Advisory Editor^Aff6, Rudas, Imre J., Advisory Editor^Aff7, Wang, Jun, Advisory Editor^Aff8, Kumar, Sandeep, editor^Aff9, Singh, Vijander, editor^Aff10, Prasad, Mukesh, editor^Aff11

Πηγή: Proceedings of International Conference on Information Technology and Artificial Intelligence : ITAI 2026, Volume 4. 2129:244-256

FLGCF: A Stable Differentially Private Federated Learning with Adaptive Sparsification and Momentum Aggregation

Συγγραφείς: Zhang, Kuo^Aff15, Tsai, Pei-Wei^Aff16, Tian, Jiao^Aff15

Συνεισφορές: Goos, Gerhard, Founding Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Series Editor^Aff3, Gao, Wen, Series Editor^Aff4, Steffen, Bernhard, Series Editor^Aff5, Yung, Moti, Series Editor^Aff6, Huang, De-Shuang, editor^Aff7, Zhang, Chuanlei, editor^Aff8, Chen, Wei, editor^Aff9, Li, Bo, editor^Aff10, Zhang, Qinhu, editor^Aff11, Bao, Wenzheng, editor^Aff12, Pan, Yijie, editor^Aff13, Premaratne, Prashan, editor^Aff14

Πηγή: Advanced Intelligent Computing Technology and Applications : 22nd International Conference on Intelligent Computing, ICIC 2026, Toronto, ON, Canada, July 22–26, 2026, Proceedings, Part V. 16646:416-427

Research on the Demand Response Characteristics and Scale Development of Virtual Power Plants

Συγγραφείς: Jiang, Peng, Huang, Tao, Li, Jie, Xie, Yunming, Yang, Wenqiang, Peng, Gang

Πηγή: 2024 IEEE International Conference on Energy Internet (ICEI) Energy Internet (ICEI), 2024 IEEE International Conference on. :395-400 Nov, 2024

Relation: 2024 IEEE International Conference on Energy Internet (ICEI)

Research on the Optimization Dispatching of the County-Level Integrated Energy Management System Considering the Multi-Energy Resistance-Reactance-Capacity

Συγγραφείς: Yin, Feng, Yang, Hongzhen, Ye, Jichao, Zhang, Chengxiang, Huang, Yuanping, Xu, Yonghai

Πηγή: 2024 8th International Conference on Electrical, Mechanical and Computer Engineering (ICEMCE) Electrical, Mechanical and Computer Engineering (ICEMCE), 2024 8th International Conference on. :76-83 Oct, 2024

Relation: 2024 8th International Conference on Electrical, Mechanical and Computer Engineering (ICEMCE)

FedBayes: An Aggregation Method for Federated Learning that uses Bayesian Regression

Συγγραφείς: Bejenar, Iuliana, Ferariu, Lavinia, Pascal, Carlos, Caruntu, Constantin F.

Πηγή: 2024 28th International Conference on System Theory, Control and Computing (ICSTCC) System Theory, Control and Computing (ICSTCC), 2024 28th International Conference on. :564-569 Oct, 2024

Relation: 2024 28th International Conference on System Theory, Control and Computing (ICSTCC)

Adjustable Resource Aggregation Algorithm Based on Minkowski Sum

Συγγραφείς: Zhang, Hanbing, Wu, Xinhua, Liu, Linping, Ye, Jichao, Zheng, Hua, Wu, Ziran

Πηγή: 2024 International Conference on Electronics and Devices, Computational Science (ICEDCS) ICEDCS Electronics and Devices, Computational Science (ICEDCS), 2024 International Conference on. :579-585 Sep, 2024

Relation: 2024 International Conference on Electronics and Devices, Computational Science (ICEDCS)

ResFedAvg: Restricting Extreme Updates

Συγγραφείς: Nirpase, Atul V, Nene, Manisha J, Deodhar, Rajendra S

Πηγή: 2024 Asian Conference on Intelligent Technologies (ACOIT) Intelligent Technologies (ACOIT), 2024 Asian Conference on. :1-5 Sep, 2024

Relation: 2024 Asian Conference on Intelligent Technologies (ACOIT)

Aggregation Algorithm in Text Translation Systems

Συγγραφείς: Li, Yang

Πηγή: 2024 Second International Conference on Data Science and Information System (ICDSIS) Data Science and Information System (ICDSIS), 2024 Second International Conference on. :1-5 May, 2024

Relation: 2024 Second International Conference on Data Science and Information System (ICDSIS)

Enhancing Human Activity Recognition With FedPA: Focusing on Non-IID Data Challenges in Federated Learning

Συγγραφείς: Wen, X., Wang, Y., Yuan, M., Geng, Y., Yu, H., Zheng, G.

Πηγή: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 24(23):39230-39242 Dec, 2024

English Translation System Assisted by Machine Learning and Cloud Computing Data Aggregation Algorithm

Συγγραφείς: Yang, Xuming, Ma, Ying, Pei, Pei

Πηγή: 2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE) Distributed Computing and Electrical Circuits and Electronics (ICDCECE), 2024 Third International Conference on. :1-5 Apr, 2024

Relation: 2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE)