TY - JOUR
T1 - Resilience assessment of water quality sensor designs under cyber-physical attacks
AU - Nikolopoulos, Dionysios
AU - Ostfeld, Avi
AU - Salomons, Elad
AU - Makropoulos, Christos
N1 - Funding Information: This research was funded by the STOP-IT research project, which received funding from the European Union’s Horizon 2020 Programme for Research and Innovation under grant agreement No. 740610. The publication reflects only the authors’ views and the European Union is not liable for any use that may be made of the information contained therein. Funding Information: Funding: This research was funded by the STOP-IT research project, which received funding from the European Union’s Horizon 2020 Programme for Research and Innovation under grant agreement No. 740610. The publication reflects only the authors’ views and the European Union is not liable for any use that may be made of the information contained therein. Publisher Copyright: © 2021 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2021/3/1
Y1 - 2021/3/1
N2 - Water distribution networks (WDNs) are critical infrastructure for the welfare of society. Due to their spatial extent and difficulties in deployment of security measures, they are vulnerable to threat scenarios that include the rising concern of cyber-physical attacks. To protect WDNs against different kinds of water contamination, it is customary to deploy water quality (WQ) monitoring sensors. Cyber-attacks on the monitoring system that employs WQ sensors combined with deliberate contamination events via backflow attacks can lead to severe disruptions to water delivery or even potentially fatal consequences for consumers. As such, the water sector is in immediate need of tools and methodologies that can support cyber-physical quality attack simulation and vulnerability assessment of the WQ monitoring system under such attacks. In this study we demonstrate a novel methodology to assess the resilience of placement schemes generated with the Threat Ensemble Vulnerability Assessment and Sensor Placement Optimization Tool (TEVA-SPOT) and evaluated under cyber-physical attacks simulated using the stress-testing platform RISKNOUGHT, using multidimensional metrics and resilience profile graphs. The results of this study show that some sensor designs are inherently more resilient than others, and this trait can be exploited in risk management practices.
AB - Water distribution networks (WDNs) are critical infrastructure for the welfare of society. Due to their spatial extent and difficulties in deployment of security measures, they are vulnerable to threat scenarios that include the rising concern of cyber-physical attacks. To protect WDNs against different kinds of water contamination, it is customary to deploy water quality (WQ) monitoring sensors. Cyber-attacks on the monitoring system that employs WQ sensors combined with deliberate contamination events via backflow attacks can lead to severe disruptions to water delivery or even potentially fatal consequences for consumers. As such, the water sector is in immediate need of tools and methodologies that can support cyber-physical quality attack simulation and vulnerability assessment of the WQ monitoring system under such attacks. In this study we demonstrate a novel methodology to assess the resilience of placement schemes generated with the Threat Ensemble Vulnerability Assessment and Sensor Placement Optimization Tool (TEVA-SPOT) and evaluated under cyber-physical attacks simulated using the stress-testing platform RISKNOUGHT, using multidimensional metrics and resilience profile graphs. The results of this study show that some sensor designs are inherently more resilient than others, and this trait can be exploited in risk management practices.
KW - Contaminantwarning system
KW - Cyber-physical attacks
KW - Cyberphysical systems
KW - Resilience
KW - Riskmanagement
KW - SCADA
KW - Sensor designs
KW - Stress-testing
KW - Water distribution systems
KW - Water quality sensor
UR - http://www.scopus.com/inward/record.url?scp=85102659454&partnerID=8YFLogxK
U2 - https://doi.org/10.3390/w13050647
DO - https://doi.org/10.3390/w13050647
M3 - Article
SN - 2073-4441
VL - 13
JO - Water (Switzerland)
JF - Water (Switzerland)
IS - 5
M1 - 647
ER -