Fusion of federated learning and industrial Internet of Things: A survey

P Boobalan, SP Ramu, QV Pham, K Dev, S Pandya… - Computer Networks, 2022 - Elsevier
Abstract Industrial Internet of Things (IIoT) lays a new paradigm for the concept of Industry
4.0 and paves an insight for new industrial era. Nowadays smart machines and smart …

Federated neural architecture search for medical data security

X Liu, J Zhao, J Li, B Cao, Z Lv - IEEE transactions on industrial …, 2022 - ieeexplore.ieee.org
Medical data widely exist in the hospital and personal life, usually across institutions and
regions. They have essential diagnostic value and therapeutic significance. The disclosure …

Edge-Assisted Intelligent Device Authentication in Cyber–Physical Systems

Y Lu, D Wang, MS Obaidat… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Cyber–physical system (CPS) provides a foundation for the Industrial Internet of Things
(IIoT) that interconnects all types of devices. The integration of CPS with IIoT generates the …

Forward/backward and content private DSSE for spatial keyword queries

X Wang, J Ma, X Liu, Y Miao, Y Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Spatial keyword queries are attractive techniques that have been widely deployed in real-life
applications in recent years, such as social networks and location-based services. However …

Verifiable and privacy preserving federated learning without fully trusted centers

G Han, T Zhang, Y Zhang, G Xu, J Sun… - Journal of Ambient …, 2022 - Springer
With the rise of neural network, deep learning technology is more and more widely used in
various fields. Federated learning is one of the training types in deep learning. In federated …

Lightweight privacy-preserving spatial keyword query over encrypted cloud data

Y Yang, Y Miao, KKR Choo… - 2022 IEEE 42nd …, 2022 - ieeexplore.ieee.org
With the rapid development of geographic location technology and the explosive growth of
data, a large amount of spatio-textual data is outsourced to the cloud server to reduce the …

Efficient privacy-preserving geographic keyword boolean range query over encrypted spatial data

Z Gong, J Li, Y Lin, J Wei, C Lancine - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
With the widespread popularity of mobile devices and geolocation-related services, spatial
keyword data has exploded in recent years. As an application, people are accustomed to …

Towards efficient verifiable multi-keyword search over encrypted data based on blockchain

W Xu, J Zhang, Y Yuan, X Wang, Y Liu… - PeerJ Computer …, 2022 - peerj.com
Searchable symmetric encryption (SSE) provides an effective way to search encrypted data
stored on untrusted servers. When the server is not trusted, it is indispensable to verify the …

An accurate and privacy-preserving retrieval scheme over outsourced medical images

D Zhu, H Zhu, X Wang, R Lu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid advancement in medical imaging techniques, Content-Based (medical) Image
Retrieval (CBIR), which can assist in disease diagnosis, has gained much attention in both …

DSE-RB: A privacy-preserving dynamic searchable encryption framework on redactable blockchain

M Li, C Jia, R Du, W Shao, G Ha - IEEE Transactions on Cloud …, 2022 - ieeexplore.ieee.org
With the development of various applications of blockchain, blockchain-assisted searchable
encryption technology has received wide attention as it can eliminate misbehaviours of …