Cooperative trust relaying and privacy preservation via edge-crowdsourcing in social Internet of Things

V Sharma, I You, DNK Jayakody… - Future Generation …, 2019 - Elsevier
Abstract Social-Internet of Things (S-IoT) fortifies the relationship between computing entities
for efficient utilization of resources. S-IoT accentuates on building convivial circles between …

Toward secure and privacy-preserving distributed deep learning in fog-cloud computing

Y Li, H Li, G Xu, T Xiang, X Huang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Fog-cloud computing promises many new vertical service areas beyond simple data
communication, storing, and processing. Among them, distributed deep learning (DDL) …

Preserving balance between privacy and data integrity in edge-assisted Internet of Things

T Wang, MZA Bhuiyan, G Wang, L Qi… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) devices and the edge jointly broaden the IoT's sensing capability and
the monitoring scope for various applications. Though accessing sensing data and making …

Can differential privacy practically protect collaborative deep learning inference for IoT?

J Ryu, Y Zheng, Y Gao, A Abuadbba, J Kim, D Won… - Wireless …, 2022 - Springer
Collaborative inference has recently emerged as an attractive framework for applying deep
learning to Internet of Things (IoT) applications by splitting a DNN model into several subpart …

A Robust Privacy-Preserving Data Aggregation Scheme for Edge-Supported IIoT

S Shang, X Li, K Gu, L Li, X Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Edge-supported Industrial Internet of Things (IIoT) has received remarkable attention
recently since edge computing can not only reduce bandwidth consumption but also …

ECA: An edge computing architecture for privacy-preserving in IoT-based smart city

M Gheisari, QV Pham, M Alazab, X Zhang… - IEEE …, 2019 - ieeexplore.ieee.org
Recently, IoT has greatly influenced our daily lives through various applications. One of the
most promising application is smart city that leverages IoT devices to manage cities without …

A survey on security and privacy issues in edge-computing-assisted internet of things

A Alwarafy, KA Al-Thelaya, M Abdallah… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is an innovative paradigm envisioned to provide massive
applications that are now part of our daily lives. Millions of smart devices are deployed within …

Intelligent cooperative edge computing in internet of things

C Gong, F Lin, X Gong, Y Lu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
The fusion of edge computing and artificial intelligence (AI) technology is a key enabler for
the smart Internet of Things (IoT). However, these two emerging paradigms face many …

PADL: Privacy-aware and asynchronous deep learning for IoT applications

X Liu, H Li, G Xu, S Liu, Z Liu… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
As a promising data-driven technology, deep learning has been widely employed in a
variety of Internet-of-Things (IoT) applications. Examples include automated navigation …

Enhancing cyber security in IoT systems using FL-based IDS with differential privacy

Z Anastasakis, K Psychogyios… - 2022 Global …, 2022 - ieeexplore.ieee.org
Nowadays, IoT networks and devices exist in our everyday life, capturing and carrying
unlimited data. However, increasing penetration of connected systems and devices implies …