Title
On the Performance Degradation of Cyber-Physical Systems Under Stealthy Integrity Attacks.
Abstract
This technical note analyzes the effect of stealthy integrity attacks on Cyber-Physical Systems, which is modeled as a Stochastic Linear Time-Invariant (LTI) system equipped with a linear filter, a linear feedback controller and a 2 failure detector. An attacker wishes to induce perturbation in the control loop by compromising a subset of the sensors and injecting an exogenous control input, without incurring detection from an anomaly detector. We show how the problem can be modeled, from the attacker's standpoint, as a constrained control problem and that the characterization of the maximum perturbation can be posed as reachable set computation, which we solve using ellipsoidal calculus.
Year
DOI
Venue
2016
10.1109/TAC.2015.2498708
IEEE Trans. Automat. Contr.
Keywords
Field
DocType
Approximation methods,Detectors,Sensor systems,Yttrium,Ellipsoids,Linear systems
Ellipsoid,Linear filter,Linear system,Control theory,Cyber-physical system,Control system,Detector,Perturbation (astronomy),Mathematics,Computation
Journal
Volume
Issue
ISSN
61
9
0018-9286
Citations 
PageRank 
References 
58
1.63
10
Authors
2
Name
Order
Citations
PageRank
Yilin Mo189151.51
Bruno Sinopoli22837188.08