TY - GEN
T1 - Fasle data injection attacks in cyber-physical systems based on inaccurate model
AU - Hou, Fangyuan
AU - Sun, Jian
N1 - Publisher Copyright:
© 2017 IEEE.
PY - 2017/12/15
Y1 - 2017/12/15
N2 - This paper is concerned with the problem of designing successful false data injection attacks in cyber-physical systems from the attacker's angle. A discrete linear time-invariant system is considered, which is equipped with a Kalman filter and a χ2 failure detector. It is assumed that the attacker cannot obtain the accurate model of the control system. Based on the inaccurate model, the method of designing stealthy false data injection attacks, which can compromise the system without being detected is proposed. A sufficient condition under which the attacker can successfully compromise the system is also proposed. A numerical example is provided to illustrate the effectiveness of the proposed method.
AB - This paper is concerned with the problem of designing successful false data injection attacks in cyber-physical systems from the attacker's angle. A discrete linear time-invariant system is considered, which is equipped with a Kalman filter and a χ2 failure detector. It is assumed that the attacker cannot obtain the accurate model of the control system. Based on the inaccurate model, the method of designing stealthy false data injection attacks, which can compromise the system without being detected is proposed. A sufficient condition under which the attacker can successfully compromise the system is also proposed. A numerical example is provided to illustrate the effectiveness of the proposed method.
KW - False data injection attacks
KW - cyber-physical systems
KW - inaccurate identified model
UR - http://www.scopus.com/inward/record.url?scp=85046696396&partnerID=8YFLogxK
U2 - 10.1109/IECON.2017.8217004
DO - 10.1109/IECON.2017.8217004
M3 - Conference contribution
AN - SCOPUS:85046696396
T3 - Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society
SP - 5791
EP - 5796
BT - Proceedings IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 43rd Annual Conference of the IEEE Industrial Electronics Society, IECON 2017
Y2 - 29 October 2017 through 1 November 2017
ER -