• DocumentCode
    3743973
  • Title

    Detecting integrity attacks on control systems using a moving target approach

  • Author

    Sean Weerakkody;Bruno Sinopoli

  • Author_Institution
    Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA, USA 15213
  • fYear
    2015
  • Firstpage
    5820
  • Lastpage
    5826
  • Abstract
    Maintaining the security of control systems in the presence of integrity attacks is a significant challenge. In literature, several possible attacks against control systems have been formulated including replay, false data injection, and zero dynamics attacks. The detection and prevention of these attacks require the defender to possess a particular subset of trusted communication channels. Alternatively, these attacks can be prevented by keeping the system model secret from the adversary. In this paper, we consider an adversary who has the ability to modify and read all sensor and actuator channels. To thwart this adversary, we introduce external states dependent on the state of the control system, with linear time-varying dynamics unknown to the adversary. We also include sensors to measure these states. The presence of unknown time-varying dynamics is leveraged to detect an adversary who simultaneously aims to identify the system and inject stealthy outputs. Potential attack strategies and bounds on the attacker´s performance are provided.
  • Keywords
    "Time-varying systems","Detectors","Communication channels","Actuators","Kalman filters","Security"
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
  • Type

    conf

  • DOI
    10.1109/CDC.2015.7403134
  • Filename
    7403134