Title :
Cyber Security Analysis of Power Networks by Hypergraph Cut Algorithms
Author :
Yamaguchi, Yutaro ; Ogawa, Anna ; Takeda, Akiko ; Iwata, Satoru
Author_Institution :
Dept. of Math. Inf., Univ. of Tokyo, Tokyo, Japan
Abstract :
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 an algorithm for enumerating all small cuts in a hypergraph, which can be used for finding vulnerable sets of measurement points.
Keywords :
directed graphs; power system security; combinatorial algorithms; cyber security analysis; electric power networks; false data injection attacks; hypergraph cut algorithms; Algorithm design and analysis; Computer security; Indexes; Power measurement; Power systems; Vectors; False data injection; hypergraph; minimum cut; power network; security index; state estimation;
Journal_Title :
Smart Grid, IEEE Transactions on
DOI :
10.1109/TSG.2015.2394791