Local differential privacy and its applications: A comprehensive survey

M Yang, T Guo, T Zhu, I Tjuawinata, J Zhao… - Computer Standards & …, 2023 - Elsevier
With the rapid development of low-cost consumer electronics and pervasive adoption of next
generation wireless communication technologies, a tremendous amount of data has been …

[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 …

Classification of skin cancer stages using a AHP fuzzy technique within the context of big data healthcare

M Samiei, A Hassani, S Sarspy, IE Komari… - Journal of Cancer …, 2023 - Springer
Background and objectives Skin conditions in humans can be challenging to diagnose. Skin
cancer manifests itself without warning. In the future, these illnesses, which have been an …

A scalable federated learning approach for collaborative smart healthcare systems with intermittent clients using medical imaging

F Ullah, G Srivastava, H Xiao, S Ullah… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The healthcare industry is one of the most vulnerable to cybercrime and privacy violations
because health data is very sensitive and spread out in many places. Recent confidentiality …

A Novel Cloud Enabled Access Control Model for Preserving the Security and Privacy of Medical Big Data

A Alabdulatif, NN Thilakarathne, K Kalinaki - Electronics, 2023 - mdpi.com
In the context of healthcare, big data refers to a complex compilation of digital medical data
collected from many sources that are difficult to manage with normal technology and …

An Improved Big Data Analytics Architecture Using Federated Learning for IoT-Enabled Urban Intelligent Transportation Systems

S Kaleem, A Sohail, MU Tariq, M Asim - Sustainability, 2023 - mdpi.com
The exponential growth of the Internet of Things has precipitated a revolution in Intelligent
Transportation Systems, notably in urban environments. An ITS leverages advancements in …

When AI meets Information Privacy: The Adversarial Role of AI in Data Sharing Scenario

A Majeed, SO Hwang - IEEE Access, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) is a transformative technology with a substantial number of practical
applications in commercial sectors such as healthcare, finance, aviation, and smart cities. AI …

On the adoption of modern technologies to fight the COVID-19 pandemic: a technical synthesis of latest developments

A Majeed, X Zhang - COVID, 2023 - mdpi.com
In the ongoing COVID-19 pandemic, digital technologies have played a vital role to minimize
the spread of COVID-19, and to control its pitfalls for the general public. Without such …

Blockchain-Integrated Security for real-time patient monitoring in the Internet of Medical Things using Federated Learning

MF Khan, M AbaOud - IEEE Access, 2023 - ieeexplore.ieee.org
The Internet of Medical Things (IoMT) heralds a transformative era in healthcare, with the
potential to revolutionize patient care, healthcare services, and medical research. As with all …

A review on role of image processing techniques to enhancing security of IoT applications

AM Al-Ghaili, SS Gunasekaran, N Jamil… - IEEE …, 2023 - ieeexplore.ieee.org
Once an image has been processed by, for example, a robot machine, for the purpose of, for
example, features extraction or meaningful information retrieval, has a secure scheme been …