Blockchain-based federated learning for securing internet of things: A comprehensive survey

W Issa, N Moustafa, B Turnbull, N Sohrabi… - ACM Computing …, 2023 - dl.acm.org
The Internet of Things (IoT) ecosystem connects physical devices to the internet, offering
significant advantages in agility, responsiveness, and potential environmental benefits. The …

Blockchain meets federated learning in healthcare: A systematic review with challenges and opportunities

R Myrzashova, SH Alsamhi… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Recently, innovations in the Internet of Medical Things (IoMT), information and
communication technologies, and machine learning (ML) have enabled smart healthcare …

Blockchain-empowered collaborative task offloading for cloud-edge-device computing

S Yao, M Wang, Q Qu, Z Zhang… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
How to enable high-performance task offloading and preserve the trust between participants
is imperative yet nontrivial to the Cloud-Edge-Device (CED) computing, mainly because the …

Intelligent edge-enabled efficient multi-source data fusion for autonomous surface vehicles in maritime internet of things

RW Liu, Y Guo, J Nie, Q Hu, Z Xiong… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
With the rapid development of low-end Internet of Things (IoT) devices and shipborne
sensors, efficient multi-source data fusion methods for autonomous surface vehicles (ASVs) …

BFKD: Blockchain-based federated knowledge distillation for aviation Internet of Things

W Deng, X Li, J Xu, W Li, G Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Aviation Internet of Things (AIoT) data sharing can create tremendous value for participants.
With the development of AIoT and intelligent civil aviation, data security and privacy …

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 …

APDPFL: Anti-poisoning attack decentralized privacy enhanced federated learning scheme for flight operation data sharing

X Li, H Zhao, J Xu, G Zhu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The sharing of flight operation data brings huge benefits to all participants, but for the privacy
protection and data security, it is difficult to directly share flight operation data. Federated …

Artificial intelligence‐based blockchain solutions for intelligent healthcare: A comprehensive review on privacy preserving techniques

B Gami, M Agrawal, DK Mishra… - Transactions on …, 2023 - Wiley Online Library
While blockchain technology (BT) is considered secure, there are several vulnerabilities that
can breach its security. The study in artificial intelligence (AI) and BT is widely popular due to …

Tensor-empowered federated learning for cyber-physical-social computing and communication systems

LT Yang, R Zhao, D Liu, W Lu… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The deep fusion of human-centered Cyber-Physical-Social Systems (CPSSs) has attracted
widespread attention worldwide and big data as the blood of CPSSs could lay a solid data …

State-of-the-art security schemes for the Internet of Underwater Things: A holistic survey

N Adam, M Ali, F Naeem, AS Ghazy… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
With the growing interest that is being shown in marine resources, the concept of the Internet
of Things (IoT) has been extended to underwater scenarios, which has given rise to the …