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ICCPS: Impact discovery using causal inference for cyber attacks in CPSs. (arXiv:2307.14161v1 [cs.CR])
July 27, 2023, 1:10 a.m. | Rajib Ranjan Maiti, Sridhar Adepu, Emil Lupu
cs.CR updates on arXiv.org arxiv.org
We propose a new method to quantify the impact of cyber attacks in Cyber
Physical Systems (CPSs). In particular, our method allows to identify the
Design Parameter (DPs) affected due to a cyber attack launched on a different
set of DPs in the same CPS. To achieve this, we adopt causal graphs to causally
link DPs with each other and quantify the impact of one DP on another. Using
SWaT, a real world testbed of a water treatment system, we …
attack attacks cps cyber cyber attacks cyber physical design discovery identify impact parameter physical physical systems systems
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