A differential privacy-based query model for sustainable fog data centers

M Du, K Wang, X Liu, S Guo… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With the increasing computation and storage capabilities of mobile devices, the concept of
fog computing was proposed to tackle the high communication delay inherent in cloud …

Re‐ADP: Real‐Time Data Aggregation with Adaptive ω‐Event Differential Privacy for Fog Computing

Y Huo, C Yong, Y Lu - Wireless Communications and Mobile …, 2018 - Wiley Online Library
In the Internet of Things (IoT), aggregation and release of real‐time data can often be used
for mining more useful information so as to make humans lives more convenient and …

Data security and privacy in fog computing

Y Guan, J Shao, G Wei, M Xie - IEEE Network, 2018 - ieeexplore.ieee.org
Cloud computing is now a popular computing paradigm that can provide end users access
to configurable resources on any device, from anywhere, at any time. During the past years …

Privacy-preserving governmental data publishing: A fog-computing-based differential privacy approach

C Piao, Y Shi, J Yan, C Zhang, L Liu - Future Generation Computer Systems, 2019 - Elsevier
With the growing availability of public open data, the protection of citizens' privacy has
become a vital issue for governmental data publishing. However, there are a large number …

Edge-based differential privacy computing for sensor–cloud systems

T Wang, Y Mei, W Jia, X Zheng, G Wang… - Journal of Parallel and …, 2020 - Elsevier
In sensor–cloud systems, with more personal data being hosted in cloud, privacy leakage is
becoming one of the most serious concerns. Privacy computing is emerging as a paradigm …

Security and privacy in fog computing: Challenges

M Mukherjee, R Matam, L Shu, L Maglaras… - IEEE …, 2017 - ieeexplore.ieee.org
Fog computing paradigm extends the storage, networking, and computing facilities of the
cloud computing toward the edge of the networks while offloading the cloud data centers …

Machine learning differential privacy with multifunctional aggregation in a fog computing architecture

M Yang, T Zhu, B Liu, Y Xiang, W Zhou - IEEE Access, 2018 - ieeexplore.ieee.org
Data aggregation plays an important role in the Internet of Things, and its study and analysis
has resulted in a range of innovative services and benefits for people. However, the privacy …

A three-layer privacy preserving cloud storage scheme based on computational intelligence in fog computing

T Wang, J Zhou, X Chen, G Wang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Recent years witness the development of cloud computing technology. With the explosive
growth of unstructured data, cloud storage technology gets more attention and better …

[HTML][HTML] Blockchain and differential privacy-based data processing system for data security and privacy in urban computing

G Heo, I Doh - Computer Communications, 2024 - Elsevier
Recently, big data related to human movement, air quality, and meteorology have been
generated in urban computing through sensing technology and the computing infrastructure …

[HTML][HTML] Differential privacy in edge computing-based smart city Applications: Security issues, solutions and future directions

A Yao, G Li, X Li, F Jiang, J Xu, X Liu - Array, 2023 - Elsevier
Fast-growing smart city applications, such as smart delivery, smart community, and smart
health, are generating big data that are widely distributed on the internet. IoT (Internet of …