Federated learning meets blockchain in edge computing: Opportunities and challenges

DC Nguyen, M Ding, QV Pham… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Mobile-edge computing (MEC) has been envisioned as a promising paradigm to handle the
massive volume of data generated from ubiquitous mobile devices for enabling intelligent …

Blockchain technology: Emerging applications and use cases for secure and trustworthy smart systems

D B. Rawat, V Chaudhary, R Doku - Journal of Cybersecurity and Privacy, 2020 - mdpi.com
Blockchain, also known as a distributed ledger technology, stores different transactions/
operations in a chain of blocks in a distributed manner without needing a trusted third-party …

InFEDge: A blockchain-based incentive mechanism in hierarchical federated learning for end-edge-cloud communications

X Wang, Y Zhao, C Qiu, Z Liu, J Nie… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Advances in communications and networking technologies are driving the computing
paradigm toward the end-edge-cloud collaborative architecture to leverage ubiquitous data …

Blockchain for securing ai applications and open innovations

R Shinde, S Patil, K Kotecha, K Ruikar - Journal of Open Innovation …, 2021 - mdpi.com
Nowadays, open innovations such as intelligent automation and digitalization are being
adopted by every industry with the help of powerful technology such as Artificial Intelligence …

Exploiting blockchain to make AI trustworthy: A software development lifecycle view

P Zhang, S Ding, Q Zhao - ACM Computing Surveys, 2024 - dl.acm.org
Artificial intelligence (AI) is a very powerful technology and can be a potential disrupter and
essential enabler. As AI expands into almost every aspect of our lives, people raise serious …

FabricFL: Blockchain-in-the-loop federated learning for trusted decentralized systems

V Mothukuri, RM Parizi, S Pouriyeh… - IEEE Systems …, 2021 - ieeexplore.ieee.org
Federated learning (FL) enables collaborative training of machine learning (ML) models
while preserving user data privacy. Existing FL approaches can potentially facilitate …

Blockchain and NFTs for time-bound access and monetization of private data

M Madine, K Salah, R Jayaraman, A Battah… - IEEE …, 2022 - ieeexplore.ieee.org
Digital data has enabled organizations to anticipate future threats, opportunities, and trends.
However, digital data owners do not know how their data is accessed, shared, and …

Blockchain-enabled edge intelligence for IoT: Background, emerging trends and open issues

Y Du, Z Wang, VCM Leung - Future Internet, 2021 - mdpi.com
Blockchain, a distributed ledger technology (DLT), refers to a list of records with consecutive
time stamps. This decentralization technology has become a powerful model to establish …

A survey on blockchain-based telecommunication services marketplaces

RV Tkachuk, D Ilie, K Tutschku… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Digital marketplaces were created recently to accelerate the delivery of applications and
services to customers. Their appealing feature is to activate and dynamize the demand …

Enhancing non-fungible tokens for the evolution of blockchain technology

F Khan, R Kothari, M Patel… - … conference on sustainable …, 2022 - ieeexplore.ieee.org
Non-fungible tokens (NFTs) are a new sort of blockchain-based token that is unique and
indivisible. They were first announced in late 2017. NFTs are a type of blockchain-based …