Characterizing Cyber-Physical Attacks on Water Distribution Systems

被引:115
|
作者
Taormina, Riccardo [1 ]
Galelli, Stefano [2 ]
Tippenhauer, Nils Ole [3 ]
Salomons, Elad [4 ]
Ostfeld, Avi [5 ]
机构
[1] Singapore Univ Technol & Design, iTrust Ctr Res Cyber Secur, 8 Somapah Rd, Singapore 487372, Singapore
[2] Singapore Univ Technol & Design, Pillar Engn Syst & Design, 8 Somapah Rd, Singapore 487372, Singapore
[3] Singapore Univ Technol & Design, Pillar Informat Syst Technol & Design, 8 Somapah Rd, Singapore 487372, Singapore
[4] OptiWater, 6 Amikam Israel St, IL-3438561 Haifa, Israel
[5] Technion Israel Inst Technol, Fac Civil & Environm Engn, IL-32000 Haifa, Israel
基金
新加坡国家研究基金会;
关键词
Water distribution systems; Cyber-physical systems; Cyber-physical attacks; Cyber security; EPANET; Smart water networks; SENSOR NETWORKS; PUBLIC-HEALTH; MANAGEMENT; INTERNET; IMPACTS;
D O I
10.1061/(ASCE)WR.1943-5452.0000749
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This work contributes a modeling framework to characterize the effect of cyber-physical attacks (CPAs) on the hydraulic behavior of water distribution systems. The framework consists of an attack model and a MATLAB toolbox named epanetCPA. The former identifies the components of the cyber infrastructure (e.g.,sensors or programmable logic controllers) that are potentially vulnerable to attacks, whereas the latter allows determining the exact specifications of an attack (e.g.,timing or duration) and simulating it with EPANET. The framework is applied to C-Town network for a broad range of illustrative attack scenarios. Results show that the hydraulic response of the network to a cyber-physical attack depends not only on the attack specifications, but also on the system initial conditions and demand at the junctions. It is also found that the same hydraulic response can be obtained by implementing completely different attacks. This has some important implications on the design of attack detection mechanisms, which should identify anomalous behaviors in a water network as well as the cyber components being hacked. Finally, the manuscript presents some ideas regarding the next steps needed to thoroughly assess the risk of cyber attacks on water distribution systems. (C) 2017 American Society of Civil Engineers.
引用
收藏
页数:12
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