federated learningmetaversefederated averaging5GCHALLENGESThe aim of the peer-to-peer (P2P) decentralized gaming industry has shifted towards realistic gaming environment (GE) support for game players (GPs). Recent innovations in the metaverse have motivated the gaming industry to look beyond augmented ...
MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning Moreover, the performance of the model suffers when the data is not independent and identically distributed (non-IID data) on all remote devices. This ... M Duchesne,K Zhang,C Talhi 被引量: 0发表:...
(2) Information Sciences (SCI & EI Indexed, Impact Factor: 6.795) Special Issue on Decentralized Trust Management with Intelligence (Pending). (3) Sensors (SCI & EI Indexed, Impact Factor: 3.576) Special Issue on Fog/Edge Computing based Smart Sensing System http://www.mdpi.com/journal/senso...
1. Blockchain technology itself is a distributed ledger technology, which has the advantages of immutable and decentralized, but these advantages also bring some problems, such as the performance, security and fairness of blockchain. In data storage and transaction, it is easy to be hacked and ...
Workshop paper Addressing Unique Fairness Obstacles within Federated Learning Workshop paper FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs Conference paper Heavy-tailed Representations, Text Polarity Classification & Data Augmentation ...
Consortium federated is the perfect middle ground between decentralized and fully controlled data sharing, giving you all the benefits of transparency without compromising security. Reduce data movement through interoperability Unify data silos by implementing a solution that mitigates the need for investing...
We propose a consistent and trust fusion method with the consortium chain to reach a consensus, and complete the self-organized trusted decentralized collaborated learning. In each consensus process, consensus candidates check others? trust levels to ensure that they tends to fuse consensus with users...
The aim of the peer-to-peer (P2P) decentralized gaming industry has shifted towards realistic gaming environment (GE) support for game players (GPs). Recent innovations in the metaverse have motivated the gaming industry to look beyond augmented reality and virtual reality engines, which improve th...
Decentralized privacy using blockchain-enabled federated learning in fog computing. IEEE Internet Things J. 2020, 7, 5171–5183. [Google Scholar] [CrossRef] Wang, Y.; Su, Z.; Zhang, N.; Benslimane, A. Learning in the air: Secure federated learning for UAV-assisted crowdsensing. IEEE ...
Blockchain is a decentralized ledger technology that can be combined with federated learning to build trusted AI systems. Qu et al. [36] proposed a novel blockchain-enabled federated learning scheme that enables autonomous machine learning using the Proof-of-Work consensus mechanism. Shayan et al....