TY - GEN
T1 - Cyber security analysis of power networks by hypergraph cut algorithms
AU - Yamaguchi, Yutaro
AU - Ogawa, Anna
AU - Takeda, Akiko
AU - Iwata, Satoru
PY - 2015/1/12
Y1 - 2015/1/12
N2 - This paper presents exact solution methods for analyzing vulnerability of electric power networks to a certain kind of undetectable attacks known as false data injection attacks. We show that the problems of finding the minimum number of measurement points to be attacked undetectably reduce to minimum cut problems on hypergraphs, which admit efficient combinatorial algorithms. Experimental results indicate that our exact solution methods run as fast as the previous methods, most of which provide only approximate solutions. We also present the outline of an algorithm for enumerating all small cuts in a hypergraph, which can be used for finding vulnerable sets of measurement points.
AB - This paper presents exact solution methods for analyzing vulnerability of electric power networks to a certain kind of undetectable attacks known as false data injection attacks. We show that the problems of finding the minimum number of measurement points to be attacked undetectably reduce to minimum cut problems on hypergraphs, which admit efficient combinatorial algorithms. Experimental results indicate that our exact solution methods run as fast as the previous methods, most of which provide only approximate solutions. We also present the outline of an algorithm for enumerating all small cuts in a hypergraph, which can be used for finding vulnerable sets of measurement points.
UR - http://www.scopus.com/inward/record.url?scp=84922470041&partnerID=8YFLogxK
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U2 - 10.1109/SmartGridComm.2014.7007750
DO - 10.1109/SmartGridComm.2014.7007750
M3 - Conference contribution
T3 - 2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014
SP - 824
EP - 829
BT - 2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 IEEE International Conference on Smart Grid Communications, SmartGridComm 2014
Y2 - 3 November 2014 through 6 November 2014
ER -