过去一年中添加的文章,按日期排序

Incentive Strategies of Clients in Decentralized Federated Learning Using Evolutionary Game

Q Feng, Y Ma - Proceedings of the 3rd International Conference on Big …, 2024 - eudl.eu
7 天前 - technology can significantly enhance the data credibility and security of traditional
federated learning… In this paper, we propose a more general decentralized federated learning

BB-FLoC: A Blockchain-based Targeted Advertisement Scheme with K-Anonymity

E Kruminis, K Navaie, O Ascigil - … Technologies: Research and Practice, 2024 - dl.acm.org
11 天前 - … of “Federated Learning” in its approach, there is in fact no machine learning or artificial
… Google intended to use some form of federated learning in its future iterations, however, …

Federated TrustChain: Blockchain-Enhanced LLM Training and Unlearning

X Zuo, M Wang, T Zhu, L Zhang, D Ye, S Yu… - arXiv e …, 2024 - ui.adsabs.harvard.edu
17 天前 - … a novel blockchain-based federated learning framework … Our framework leverages
blockchain technology to create … integrates with the federated learning mechanism. We …

11 Future Directions and Advances in Federated Learning

R Yadav, D Gupta, HL Gururaj - and Its - World Scientific
18 天前 - … evolving landscape of machine learning (ML) and data science, federated learning
(FL) … As we stand at the intersection of cutting-edge technology and the rapidly increasing …

PureFed: An Efficient Collaborative and Trustworthy Federated Learning Framework Based on Blockchain Network

MAP Putra, N Karna, RN Alief, A Zainudin… - IEEE …, 2024 - ieeexplore.ieee.org
18 天前 - … This duality in participant capabilities presents a challenge in achieving efficient
and accurate federated learning outcomes. A comprehensive framework is required to bridge …

Security protocols in healthcare: A comprehensive study of AI-Enabled IoMT

S Singiri, SC Katari - Magna Scientia Advanced Biology …, 2024 - magnascientiapub.com
20 天前 - … that applies blockchain technology to … federated learning. As far as medical use is
concerned, connect in one word—such an amalgamation of machine learning and blockchain

Blockchain Integrated Federated Learning in Edge/Fog/Cloud Systems for IoT-Based Healthcare Applications: A Survey

SM Rajagopal, M Supriya, R Buyya - Federated Learning …, 2024 - books.google.com
22 天前 - … , and characteristics of federated learning and blockchain are … to which federated
learning and blockchain have been … of federated learning in healthcare applications. …

Efficiency of Federated Learning and Blockchain in Preserving Privacy and Enhancing the Performance of Credit Card Fraud Detection (CCFD) Systems

T Baabdullah, A Alzahrani, DB Rawat, C Liu - Future Internet, 2024 - mdpi.com
23 天前 - … on integrating federated learning with blockchain to … We propose the
blockchain-federated learning credit card … , we incorporate blockchain and federated learning (FL) …

Wait or Not to Wait: Evaluating Trade-Offs between Speed and Precision in Blockchain-based Federated Aggregation

H Nguyen, T Nguyen, L Lovén… - arXiv preprint arXiv …, 2024 - arxiv.org
25 天前 - … coupled blockchainassisted federated learning architecture … Notably, the integration
of blockchain technology in our … conducted real-world federated learning deployments on a …

[PDF][PDF] REAL TIME OF CYBERSECURITY RISKS DETECTION APPROACH FOR BLOCKCHAIN BASED PERSONAL MEDICAL DEVICES

T ALKHDOUR, AA MOHAMMED, ALI AITIZAZ… - … Information Technology, 2024 - jatit.org
25 天前 - … For digital systems, blockchain technology also supports distributed data,
redundancy, … In the second stage, we used blockchain technology and DL to implement a novel …