Differential Privacy Techniques for Cyber Physical Systems: A Survey
By Muneeb Ul Hassan, Mubashir Husain Rehmani, Jinjun Chen. IEEE Communications Surveys and Tutorials, 2018
520 citations recorded by the source corpus.
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 CPSs, the security and privacy threats associated to these systems are also increasing. Passive attacks are being used by intruders to get access to private information of CPSs. In order to make CPSs data more secure, certain privacy preservation strategies such as encryption, and k-anonymity have been presented in the past. However, with the advances in CPSs architecture, these techniques also need certain modifications. Meanwhile, differential privacy emerged as an efficient technique to protect CPSs data privacy. In this paper, we present a comprehensive survey of differential privacy techniques for CPSs. In particular, we survey the application and implementation of differential privacy in four major applications of CPSs named as energy systems, transportation systems, healthcare and medical systems, and industrial Internet of things (IIoT). Furthermore, we present open issues, challenges, and future research direction for differential privacy techniques for CPSs. This survey can serve as basis for the development of modern differential privacy techniques to address various problems and data privacy scenarios of CPSs.
Subfields: Artificial Intelligence, Electrical and Electronic Engineering, Information Systems
View Paper: https://www.semanticscholar.org/paper/a0888955ad4fa163e8670ddfc194c381953b9d26
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In Artificial Intelligence
In Electrical and Electronic Engineering
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Citations in the corpus
- A Survey on Differential Privacy for Unstructured Data Content (2022, methodology): “(8) The work [46] presented DP techniques for cyber-physical systems, including smart grid, healthcare systems, transportation systems, and industrial IoT.”
- Security and Privacy for 6G: A Survey on Prospective Technologies and Challenges (2021, unknown): “privacy preservation in coming years [245], [246].”