Design and evaluation of jamming resilient cyber-physical systems
File(s)
Author(s)
Tomic, I
Breza, MJ
Jackson, Greg
Bhatia, Laksh
McCann, JA
Type
Conference Paper
Abstract
There is a growing movement to retrofit ageing,
large scale infrastructures, such as water networks, with wireless
sensors and actuators. Next generation Cyber-Physical Systems
(CPSs) are a tight integration of sensing, control, communication,
computation and physical processes. The failure of any one of
these components can cause a failure of the entire CPS. This
represents a system design challenge to address these interde-
pendencies. Wireless communication is unreliable and prone to
cyber-attacks. An attack upon the wireless communication of CPS
would prevent the communication of up-to-date information from
the physical process to the controller. A controller without up-to-
date information is unable to meet system’s stability and perfor-
mance guarantees. We focus on design approach to make CPSs
secure and we evaluate their resilience to jamming attacks aimed
at disrupting the system’s wireless communication. We consider
classic time-triggered control scheme and various resource-
aware event-triggered control schemes. We evaluate these on
a water network test-bed against three jamming strategies:
constant, random, and protocol aware. Our test-bed results show
that all schemes are very susceptible to constant and random
jamming. We find that time-triggered control schemes are just
as susceptible to protocol aware jamming, where some event-
triggered control schemes are completely resilient to protocol
aware jamming. Finally, we further enhance the resilience of
an event-triggered control scheme through the addition of a
dynamical estimator that estimates lost or corrupted data.
large scale infrastructures, such as water networks, with wireless
sensors and actuators. Next generation Cyber-Physical Systems
(CPSs) are a tight integration of sensing, control, communication,
computation and physical processes. The failure of any one of
these components can cause a failure of the entire CPS. This
represents a system design challenge to address these interde-
pendencies. Wireless communication is unreliable and prone to
cyber-attacks. An attack upon the wireless communication of CPS
would prevent the communication of up-to-date information from
the physical process to the controller. A controller without up-to-
date information is unable to meet system’s stability and perfor-
mance guarantees. We focus on design approach to make CPSs
secure and we evaluate their resilience to jamming attacks aimed
at disrupting the system’s wireless communication. We consider
classic time-triggered control scheme and various resource-
aware event-triggered control schemes. We evaluate these on
a water network test-bed against three jamming strategies:
constant, random, and protocol aware. Our test-bed results show
that all schemes are very susceptible to constant and random
jamming. We find that time-triggered control schemes are just
as susceptible to protocol aware jamming, where some event-
triggered control schemes are completely resilient to protocol
aware jamming. Finally, we further enhance the resilience of
an event-triggered control scheme through the addition of a
dynamical estimator that estimates lost or corrupted data.
Date Issued
2019-06-03
Date Acceptance
2018-05-28
Citation
2019
Publisher
IEEE
Copyright Statement
© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Sponsor
Engineering & Physical Science Research Council (E
The Alan Turing Institute
Identifier
https://ieeexplore.ieee.org/document/8726803
Grant Number
PO 20125998
ATIPO000003394
Source
IEEE International Conference on Cyber, Physical and Social Computing (CPSCom 2018)
Subjects
Science & Technology
Technology
Computer Science, Information Systems
Computer Science, Theory & Methods
Engineering, Electrical & Electronic
Telecommunications
Computer Science
Engineering
Cyber-Physical Systems
Event-Triggered Control
Wireless Sensor/Actuator Networks
Security
Jamming
EVENT-TRIGGERED CONTROL
Publication Status
Published
Start Date
2018-07-30
Finish Date
2018-08-03
Coverage Spatial
Halifax, Canada
Date Publish Online
2019-06-03