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 ...
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 ...
The blockchain-based MaaS system can be broken down into three essential components: OTP/trip planner for generating trip solutions, machine learning or artificial intelligence for recommending the best solution based on historical data, and blockchain technology to support secure and decentralized commun...
A federated learning multi-task scheduling mechanism based on a trusted computing sandbox is designed and a decentralized trusted computing sandbox composed of computing resources provided by each participant is constructed as a state channel. The training process of the model is carried ...
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...
Therefore, we propose a blockchain-enabled trusted Byzantine-robust FL framework, called TBFL, designed for decentralized and privacy-preserving PV power generation forecasting. Specifically, this framework features a trusted supervision mechanism, which can effectively eliminate malicious gradients to ...
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...
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....
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 ...
Federated learning (FL) has gained significant attention in distributed machine learning due to its ability to protect data privacy while enabling model training across decentralized data sources. However, traditional FL methods face challenges in ensuring trust, security, and efficiency, particularly in ...