Differential privacy techniques for cyber physical systems: a survey

MU Hassan, MH Rehmani… - … Communications Surveys & …, 2019 - ieeexplore.ieee.org
Modern cyber physical systems (CPSs) has widely being used in our daily lives because of
development of information and communication technologies (ICT). With the provision of …

Differential privacy for IoT-enabled critical infrastructure: A comprehensive survey

MA Husnoo, A Anwar, RK Chakrabortty, R Doss… - IEEE …, 2021 - ieeexplore.ieee.org
The rapid evolution of the Internet of Things (IoT) paradigm during the last decade has lead
to its adoption in critical infrastructure. However, the multitude of benefits that are derived …

Privacy and performance trade-off in cyber-physical systems

H Zhang, Y Shu, P Cheng, J Chen - IEEE Network, 2016 - ieeexplore.ieee.org
The increasing number of instances of privacy leakage in CPSs and the corresponding
serious consequences have caused great worry in our society. In most privacy preserving …

[HTML][HTML] A comprehensive survey on local differential privacy

X Xiong, S Liu, D Li, Z Cai, X Niu - Security and Communication …, 2020 - hindawi.com
With the advent of the era of big data, privacy issues have been becoming a hot topic in
public. Local differential privacy (LDP) is a state-of-the-art privacy preservation technique …

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 …

Privacy preservation in big data from the communication perspective—A survey

T Wang, Z Zheng, MH Rehmani… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
The advancement of data communication technologies promotes widespread data collection
and transmission in various application domains, thereby expanding big data significantly …

Challenges towards the next frontier in privacy

R Cummings, D Desfontaines, D Evans… - arXiv preprint arXiv …, 2023 - arxiv.org
In July 2022, we organized a workshop (with the title Differential privacy (DP): Challenges
towards the next frontier) with experts from industry, academia, and the public sector to seek …

A privacy-preserving mechanism based on local differential privacy in edge computing

M Bi, Y Wang, Z Cai, X Tong - China Communications, 2020 - ieeexplore.ieee.org
With the development of Internet of Things (IoT), the delay caused by network transmission
has led to low data processing efficiency. At the same time, the limited computing power and …

Individual differential privacy: A utility-preserving formulation of differential privacy guarantees

J Soria-Comas, J Domingo-Ferrer… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
Differential privacy is a popular privacy model within the research community because of the
strong privacy guarantee it offers, namely that the presence or absence of any individual in a …

Differential privacy as a mutual information constraint

P Cuff, L Yu - Proceedings of the 2016 ACM SIGSAC Conference on …, 2016 - dl.acm.org
Differential privacy is a precise mathematical constraint meant to ensure privacy of individual
pieces of information in a database even while queries are being answered about the …