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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
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Projects
CPS: Medium: Collaborative Research: Security vs. Privacy in Cyber-Physical Systems
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Submitted by cardenas on Tue, 05/07/2019 - 11:12am
Project Details
Lead PI:
Alvaro Cardenas
Co-PI(s):
Murat Kantarcioglu
Performance Period:
10/01/18
-
05/31/19
Institution(s):
University of Texas at Dallas
Sponsor(s):
National Science Foundation
Award Number:
1837627
737 Reads. Placed 530 out of 804 NSF CPS Projects based on total reads on all related artifacts.
Abstract:
This research examines the scientific foundations for modeling security and privacy trade-offs in cyber-physical systems, focusing in particular on settings where privacy-protection technologies might be abused by malicious parties to hide their attacks. The goal is to provide both security and privacy guarantees for a variety of cyber-physical systems including intelligent transportation systems, smart energy, and autonomous vehicles. Privacy and security in cyber-physical systems have been studied independently before, but often they have not been addressed jointly. This project will study privacy-protection mechanisms such as differential privacy, and explore how using such mechanisms can affect the state-of-art integrity and attack-detection mechanisms. The project will also develop novel defenses including: 1) Identifying fundamental trade-offs between privacy and security based theoretical analyses of privacy, control theory, and optimization methods, with applications such as traffic-density estimation and smart grids; 2) incorporating game-theoretic considerations in analyzing adversarial strategies; and 3) Proposing new privacy-preserving techniques applicable in cyber-physical systems and beyond.
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Security vs Privacy in Cyber-Physical Systems
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