TY - GEN
T1 - Zero-dynamics attack on homomorphically encrypted control system
AU - Lee, Joowon
AU - Kim, Junsoo
AU - Shim, Hyungbo
N1 - Publisher Copyright:
© 2020 Institute of Control, Robotics, and Systems - ICROS.
PY - 2020/10/13
Y1 - 2020/10/13
N2 - Against recent cyber-attack strategies on networked control systems which commonly utilize information of control data, the notion of encrypted control system has been introduced, to protect private data in the network layer by encryption. However, even though the adversary cannot learn the information from the encrypted control signals or parameters, it is known that their values can be manipulated by the adversaries, based on homomorphic property of the cryptosystem. In this paper, we demonstrate that the injection of zero-dynamics attack is possible even for encrypted control systems. By injecting an attack signal, generated with knowledge of the plant model, directly on the encrypted controller output being transmitted to the actuator, we show that it disrupts the plant state while it is undetectable from the input and output of the controller. Simulation results are presented to demonstrate the effectiveness of the proposed attack.
AB - Against recent cyber-attack strategies on networked control systems which commonly utilize information of control data, the notion of encrypted control system has been introduced, to protect private data in the network layer by encryption. However, even though the adversary cannot learn the information from the encrypted control signals or parameters, it is known that their values can be manipulated by the adversaries, based on homomorphic property of the cryptosystem. In this paper, we demonstrate that the injection of zero-dynamics attack is possible even for encrypted control systems. By injecting an attack signal, generated with knowledge of the plant model, directly on the encrypted controller output being transmitted to the actuator, we show that it disrupts the plant state while it is undetectable from the input and output of the controller. Simulation results are presented to demonstrate the effectiveness of the proposed attack.
KW - Cyber-physical system
KW - Encrypted control system
KW - Homomorphic encryption
KW - Zero-dynamics attack
UR - http://www.scopus.com/inward/record.url?scp=85098051334&partnerID=8YFLogxK
U2 - 10.23919/ICCAS50221.2020.9268374
DO - 10.23919/ICCAS50221.2020.9268374
M3 - Conference contribution
AN - SCOPUS:85098051334
T3 - International Conference on Control, Automation and Systems
SP - 385
EP - 390
BT - 2020 20th International Conference on Control, Automation and Systems, ICCAS 2020
PB - IEEE Computer Society
T2 - 20th International Conference on Control, Automation and Systems, ICCAS 2020
Y2 - 13 October 2020 through 16 October 2020
ER -