Title :
Cyber-physical systems: Dynamic sensor attacks and strong observability
Author :
Yuan Chen ; Kar, Soummya ; Moura, Jose M. F.
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
We study cyber-physical systems subject to dynamic sensor attacks, relating them to the system´s strong observability. First, we find necessary and sufficient conditions for an attacker to create a dynamically undetectable sensor attack and relate these conditions to properties of the system dynamics eigenvectors. Next, we provide an index that gives the minimum number of sensors that must be attacked in order for an attack to be undetectable. Finally, we illustrate our results with a numerical example on the Quadruple Tank Process.
Keywords :
security of data; set theory; cyber-physical systems; dynamically undetectable sensor attack; quadruple tank process; system dynamics eigenvectors; system strong observability; Cyber-physical systems; Detectors; Indexes; Mathematical model; Observability; Security; Cyber-Physical Systems; Security; Sensor Attacks;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on
Conference_Location :
South Brisbane, QLD
DOI :
10.1109/ICASSP.2015.7178271