Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks

17 November 2020

Papers citing "Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks"

37 / 37 papers shown

Title
Energy-Efficient Federated Learning and Migration in Digital Twin Edge Networks Yuzhi Zhou Yaru Fu Zheng Shi Howard H. Yang Kevin Hung Wenjie Qu 55 0 0 20 Mar 2025
Joint Resource Optimization, Computation Offloading and Resource Slicing for Multi-Edge Traffic-Cognitive Networks Ting Xiaoyang Minfeng Zhang Shu gonglee Saimin Chen Zhang 61 0 0 26 Nov 2024
Multi-Model based Federated Learning Against Model Poisoning Attack: A Deep Learning Based Model Selection for MEC Systems Somayeh Kianpisheh Chafika Benzaid T. Taleb FedML AAML 21 0 0 12 Sep 2024
Resource Efficient Asynchronous Federated Learning for Digital Twin Empowered IoT Network Shunfeng Chu Jun Li Jianxin Wang Yiyang Ni Kang Wei Wen Chen Shi Jin 20 0 0 26 Aug 2024
Sparsity-Preserving Encodings for Straggler-Optimal Distributed Matrix Computations at the Edge A. Das Aditya Ramamoorthy David J. Love Christopher G. Brinton 34 0 0 09 Aug 2024
Trustworthy DNN Partition for Blockchain-enabled Digital Twin in Wireless IIoT Networks Xiumei Deng Jun Li Long Shi Kang Wei Ming Ding Yumeng Shao Wen Chen Shi Jin 32 5 0 28 May 2024
Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems Xiaofei Wang Yunfeng Zhao Chao Qiu Qinghua Hu Victor C. M. Leung 35 6 0 20 Apr 2024
Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning Ji Liu Chunlu Chen Yu Li Lin Sun Yulun Song Jingbo Zhou Bo Jing Dejing Dou 50 9 0 28 Mar 2024
Stragglers-Aware Low-Latency Synchronous Federated Learning via Layer-Wise Model Updates Natalie Lang Alejandro Cohen Nir Shlezinger FedML 53 4 0 27 Mar 2024
Leveraging Digital Cousins for Ensemble Q-Learning in Large-Scale Wireless Networks Talha Bozkus Urbashi Mitra 28 4 0 12 Feb 2024
Privacy-Preserving in Blockchain-based Federated Learning Systems Sameera K.M. S. Nicolazzo Marco Arazzi Antonino Nocera Rafidha Rehiman K.A. V. P. Mauro Conti 41 25 0 07 Jan 2024
LLM-Twin: Mini-Giant Model-driven Beyond 5G Digital Twin Networking Framework with Semantic Secure Communication and Computation Yang Hong Jun Wu Rosario Morello 32 15 0 17 Dec 2023
Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey Yichen Wan Youyang Qu Wei Ni Yong Xiang Longxiang Gao Ekram Hossain AAML 55 33 0 14 Dec 2023
zkDFL: An efficient and privacy-preserving decentralized federated learning with zero-knowledge proof Mojtaba Ahmadi Reza Nourmohammadi 27 7 0 01 Dec 2023
The Implications of Decentralization in Blockchained Federated Learning: Evaluating the Impact of Model Staleness and Inconsistencies F. Wilhelmi Nima Afraz Elia Guerra Paolo Dini 42 3 0 11 Oct 2023
Causal Semantic Communication for Digital Twins: A Generalizable Imitation Learning Approach Christo Kurisummoottil Thomas Walid Saad Yong Xiao 37 20 0 25 Apr 2023
A Survey on Digital Twins: Architecture, Enabling Technologies, Security and Privacy, and Future Prospects Yuntao Wang Zhou Su Shaolong Guo Minghui Dai Tom H. Luan Yiliang Liu 29 108 0 31 Jan 2023
Unlocking Metaverse-as-a-Service The three pillars to watch: Privacy and Security, Edge Computing, and Blockchain Vesal Ahsani Alireza Rahimi Mehdi Letafati B. Khalaj 36 15 0 01 Jan 2023
Need of 6G for the Metaverse Realization Bartlomiej Siniarski C. D. Alwis Gokul Yenduri Thien Huynh-The Gürkan Gür Thippa Reddy Gadekallu Madhusanka Liyanage 31 16 0 28 Dec 2022
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings Jean Ogier du Terrail Samy Ayed Edwige Cyffers Felix Grimberg Chaoyang He ... Sai Praneeth Karimireddy Marco Lorenzi Giovanni Neglia Marc Tommasi M. Andreux FedML 47 143 0 10 Oct 2022
Trustworthy Federated Learning via Blockchain Zhanpeng Yang Yuanming Shi Yong Zhou Zixin Wang Kai Yang 34 68 0 13 Aug 2022
A Fast Blockchain-based Federated Learning Framework with Compressed Communications Laizhong Cui Xiaoxin Su Yipeng Zhou FedML 22 23 0 12 Aug 2022
Towards Efficient Communications in Federated Learning: A Contemporary Survey Zihao Zhao Yuzhu Mao Yang Liu Linqi Song Ouyang Ye Xinlei Chen Wenbo Ding FedML 59 60 0 02 Aug 2022
A Scalable Blockchain-based Smart Contract Model for Decentralized Voltage Stability Using Sharding Technique Kimia Honari Xiaotian Zhou Sara Rouhani S. Dick Hao Liang Yunwei Li James Miller 23 6 0 28 Jun 2022
Edge Continual Learning for Dynamic Digital Twins over Wireless Networks Omar Hashash Christina Chaccour Walid Saad 17 44 0 10 Apr 2022
ScaleSFL: A Sharding Solution for Blockchain-Based Federated Learning Evan W. R. Madill Ben Nguyen C. Leung Sara Rouhani 38 20 0 04 Apr 2022
Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey Mansoor Ali F. Naeem M. Tariq Georges Kaddoum 32 119 0 18 Mar 2022
A Systematic Literature Review on Blockchain Enabled Federated Learning Framework for Internet of Vehicles M. Billah S. T. Mehedi A. Anwar Ziaur Rahman R. Islam 29 26 0 10 Mar 2022
Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey Jiaqi Wen Bogdan Gabrys Katarzyna Musial AI4CE 42 30 0 15 Feb 2022
Blockchain-based Digital Twin for Supply Chain Management: State-of-the-Art Review and Future Research Directions Jiongbin Liu William Yeoh Youyang Qu Longxiang Gao AI4CE 16 7 0 08 Feb 2022
End-to-End Latency Analysis and Optimal Block Size of Proof-of-Work Blockchain Applications F. Wilhelmi Sergio Barrachina-Muñoz Paolo Dini 22 30 0 03 Feb 2022
A Systematic Survey of Blockchained Federated Learning Zhilin Wang Qin Hu Minghui Xu Zhuang Yan Yawei Wang Xiuzhen Cheng FedML 53 45 0 05 Oct 2021
A Blockchain based Federated Learning for Message Dissemination in Vehicular Networks Ferheen Ayaz Zhengguo Sheng Daxin Tian Y. L. Guan 24 52 0 11 Sep 2021
Secure and Efficient Federated Learning Through Layering and Sharding Blockchain Shuo Yuan Bin Cao Yaohua Sun Zhiguo Wan M. Peng 22 20 0 27 Apr 2021
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges Dinh C. Nguyen Ming Ding Viet Quoc Pham P. Pathirana Long Bao Jun Seneviratne Jun Li Dusit Niyato Life Fellow Ieee Poor FedML 36 418 0 05 Apr 2021
Fusion of Federated Learning and Industrial Internet of Things: A Survey S. Priya Praveen Kumar Viet Quoc Pham K. Dev Reddy Maddikunta Thippa Reddy Thien Huynh-The AI4CE 33 192 0 04 Jan 2021
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,688 0 14 Apr 2018