TY - JOUR
T1 - A control-theoretic perspective on cyber-physical privacy
T2 - Where data privacy meets dynamic systems
AU - Lu, Yang
AU - Zhu, Minghui
N1 - Publisher Copyright:
© 2019
PY - 2019
Y1 - 2019
N2 - A cyber-physical system (CPS) consists of a large number of geographically dispersed entities and distributed data sharing is necessary to achieve network-wide goals. However, distributed data sharing also raises the significant concern that private or confidential information of legitimate entities could be leaked to unauthorized entities. Privacy has become an issue of high priority to address before a certain CPS can be widely deployed. Existing privacy-preserving techniques solely focus on the cyber space but ignore the physical world, and hence they alone may not be adequate to ensure CPS privacy. This paper aims to summarize recent studies on how to develop control-theoretic approaches to complement existing privacy-preserving techniques and ensure CPS privacy.
AB - A cyber-physical system (CPS) consists of a large number of geographically dispersed entities and distributed data sharing is necessary to achieve network-wide goals. However, distributed data sharing also raises the significant concern that private or confidential information of legitimate entities could be leaked to unauthorized entities. Privacy has become an issue of high priority to address before a certain CPS can be widely deployed. Existing privacy-preserving techniques solely focus on the cyber space but ignore the physical world, and hence they alone may not be adequate to ensure CPS privacy. This paper aims to summarize recent studies on how to develop control-theoretic approaches to complement existing privacy-preserving techniques and ensure CPS privacy.
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U2 - 10.1016/j.arcontrol.2019.04.010
DO - 10.1016/j.arcontrol.2019.04.010
M3 - Review article
AN - SCOPUS:85064894171
SN - 1367-5788
VL - 47
SP - 423
EP - 440
JO - Annual Reviews in Control
JF - Annual Reviews in Control
ER -