Secure and interpretable lung cancer prediction model using mapreduce private blockchain federated learning and XAI
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-19478-6
Abstract: Lung cancer continues to be one of the most widespread and deadly cancer diagnoses that affects humans worldwide. Early detection of lung cancer leads to decreased mortality rates; however, several challenges hinder the development and… read more here.
Keywords: cancer; lung cancer; prediction; private blockchain ... See more keywords
On the Latency Performance in Private Blockchain Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3165666
Abstract: Blockchain technologies have been emerging with the potential to disrupt many fields (e.g., cryptocurrencies replacing the traditional ones, enabling trustworthy voting, etc.). The Internet of Things (IoT) has been predictably strengthened when integrating to the… read more here.
Keywords: blockchain; ethereum; latency; latency performance ... See more keywords
Public and Private Blockchain Infusion: A Novel Approach to Federated Learning
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3360129
Abstract: Implementing federated learning (FL) within the Internet of Everything (IoE) framework poses substantial computational challenges, stemming from extensive client involvement, which can lead to escalated training expenses and diminished convergence rates. While many studies have… read more here.
Keywords: blockchain infusion; public private; model migration; private blockchain ... See more keywords
Private Blockchain-Assisted Certificateless Public Key Encryption With Multikeyword Search for Fog-Based IIoT Environments
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2024.3415676
Abstract: Various sensors are utilized to gather data for the Industrial Internet of Things (IIoT) environments and stored in an adaptable and affordable cloud computing infrastructure. The cloud server performs data analytics intelligently using AI-enabled applications.… read more here.
Keywords: search; iiot environments; public key; private blockchain ... See more keywords
SPB: A Secure Private Blockchain-Based Solution for Distributed Energy Trading
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Communications Magazine"
DOI: 10.1109/mcom.2019.1800577
Abstract: Blockchain is increasingly being used to provide a distributed, secure, trusted, and private framework for energy trading in smart grids. However, existing solutions suffer from a lack of privacy, processing and packet overheads, and reliance… read more here.
Keywords: private blockchain; blockchain; energy; energy trading ... See more keywords
A Many-Objective Optimization Model of Industrial Internet of Things Based on Private Blockchain
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Network"
DOI: 10.1109/mnet.011.1900536
Abstract: The Industrial Internet of Things (IIoT) has developed rapidly in recent years. Private blockchains with decentralization, flexible rules, and good privacy protection can be applied in the IIoT to process the massive data and tackle… read more here.
Keywords: internet things; model; industrial internet; private blockchain ... See more keywords
SLR ABOUT THE COSTS OF PRIVATE BLOCKCHAIN TECHNOLOGY FOR BUSINESSES
Sign Up to like & getrecommendations! Published in 2024 at "Economica"
DOI: 10.47282/economica/2024/15/3-4/14283
Abstract: Since the appearance of Bitcoin (2009), blockchain technology has been used in many fields. Companies use it for financial services, goods tracking, data authentication and secure storage, among other things, in order to make their… read more here.
Keywords: technology; costs private; blockchain technology; slr costs ... See more keywords