Differential privacy for industrial internet of things: Opportunities, applications, and challenges

B Jiang, J Li, G Yue, H Song - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
The development of Internet of Things (IoT) brings new changes to various fields.
Particularly, industrial IoT (IIoT) is promoting a new round of industrial revolution. With more …

Review of transit data sources: potentials, challenges and complementarity

L Ge, M Sarhani, S Voß, L **e - Sustainability, 2021 - mdpi.com
Public transport has become one of the major transport options, especially when it comes to
reducing motorized individual transport and achieving sustainability while reducing …

A survey of the fusion of traditional data security technology and blockchain

Y Xu, G Xu, Y Liu, Y Liu, M Shen - Expert Systems with Applications, 2024 - Elsevier
Blockchain is a new distributed infrastructure and computing paradigm, which has been
widely used in various fields. For example, utilizing a chain data structure to verify and …

[HTML][HTML] Time will not tell: Temporal approaches for privacy-preserving trajectory publishing

A Brauer, V Mäkinen, L Ruotsalainen… - … , Environment and Urban …, 2024 - Elsevier
Fine-granular spatio-temporal trajectories, ie, time-stamped sequences of locations, play a
pivotal role in transport and urban analytics. However, sharing or publishing trajectory data …

Privacy-preserving federated deep reinforcement learning for mobility-as-a-service

KF Chu, W Guo - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Mobility-as-a-service (MaaS) is a new transport model that combines multiple transport
modes in a single platform. Dynamic passenger behavior based on past experiences …

Protecting privacy and enhancing utility: A novel approach for personalized trajectory data publishing using noisy prefix tree

Y Zhao, C Wang - Computers & Security, 2024 - Elsevier
In recent years, the widespread adoption of location-based software has significantly
improved people's daily lives. However, this convenience has brought about an increasingly …

Lightweight, Secure, Similar-Document Retrieval over Encrypted Data

MA Al Sibahee, AI Abdulsada, ZA Abduljabbar, J Ma… - Applied Sciences, 2021 - mdpi.com
Applications for document similarity detection are widespread in diverse communities,
including institutions and corporations. However, currently available detection systems fail to …

Optimized key generation-based privacy preserving data mining model for secure data publishing

YR Kulkarni, B Jagdale, SR Sugave - Advances in Engineering Software, 2023 - Elsevier
The data from the mobile devices and internet services plays a significant role now a day.
The information shared needs to be original to get the best solution. Without the utilization of …

Region-aware hierarchical graph contrastive learning for ride-hailing driver profiling

K Chen, J Han, S Feng, M Zhu, H Yang - Transportation Research Part C …, 2023 - Elsevier
Driver profiling, which is the process of extracting driver preferences and behavioral patterns
from collected driving data, can be performed on a microscopic or macroscopic scale …

Optimization of Privacy Budget Allocation In Differential Privacy-Based Public Transit Trajectory Data Publishing for Smart Mobility Applications

C Chen, X Hu, Y Li, Q Tang - IEEE Transactions on Intelligent …, 2023 - ieeexplore.ieee.org
Trajectory datasets have been widely used in transportation research, but the risk of privacy
breach comes with data sharing. Privacy budget allocation is a key step of the differential …