TY - GEN
T1 - Cyber-Resilience Evaluation of Cyber-Physical Systems
AU - Segovia, Mariana
AU - Rubio-Hernan, Jose
AU - Cavalli, Ana R.
AU - Garcia-Alfaro, Joaquin
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/11/24
Y1 - 2020/11/24
N2 - Cyber-Physical Systems (CPS) use computational resources to control physical processes and provide critical services. For this reason, an attack in these systems may have dangerous consequences in the physical world. Hence, cyber-resilience is a fundamental property to ensure the safety of the people, the environment and the controlled physical processes. In this paper, we present metrics to quantify the cyber-resilience level based on the design, structure, stability, and performance under the attack of a given CPS. The metrics provide reference points to evaluate whether the system is better prepared or not to face the adversaries. This way, it is possible to quantify the ability to recover from an adversary using its mathematical model based on actuators saturation. Finally, we validate our approach using a numeric simulation on the Tennessee Eastman control challenge problem.
AB - Cyber-Physical Systems (CPS) use computational resources to control physical processes and provide critical services. For this reason, an attack in these systems may have dangerous consequences in the physical world. Hence, cyber-resilience is a fundamental property to ensure the safety of the people, the environment and the controlled physical processes. In this paper, we present metrics to quantify the cyber-resilience level based on the design, structure, stability, and performance under the attack of a given CPS. The metrics provide reference points to evaluate whether the system is better prepared or not to face the adversaries. This way, it is possible to quantify the ability to recover from an adversary using its mathematical model based on actuators saturation. Finally, we validate our approach using a numeric simulation on the Tennessee Eastman control challenge problem.
KW - Actuator Saturation
KW - Adversary Model
KW - Critical Infrastructures
KW - Cyber-Physical Security
KW - Cyber-Resilience
KW - Metrics
KW - Networked Control Systems
U2 - 10.1109/NCA51143.2020.9306741
DO - 10.1109/NCA51143.2020.9306741
M3 - Conference contribution
AN - SCOPUS:85099723964
T3 - 2020 IEEE 19th International Symposium on Network Computing and Applications, NCA 2020
BT - 2020 IEEE 19th International Symposium on Network Computing and Applications, NCA 2020
A2 - Gkoulalas-Divanis, Aris
A2 - Marchetti, Mirco
A2 - Avresky, Dimiter R.
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 19th IEEE International Symposium on Network Computing and Applications, NCA 2020
Y2 - 24 November 2020 through 27 November 2020
ER -