Integrity Data Attacks in Power Market Operations

We study the economic impact of a potential class of integrity cyber attacks, named false data injection attacks, on electric power market operations. In particular, we show that with the knowledge of the transmission system topology, attackers may circumvent the bad data detection algorithms equipp...

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Bibliographic Details
Published in:IEEE transactions on smart grid 2011-12, Vol.2 (4), p.659-666
Main Authors: Le Xie, Yilin Mo, Sinopoli, B.
Format: Article
Language:English
Subjects:
Computer security
Cyber security
economic dispatch
electricity markets
false data injection attack
locational marginal price
Power systems planning
Real time systems
Sensor systems
State estimation
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Summary:We study the economic impact of a potential class of integrity cyber attacks, named false data injection attacks, on electric power market operations. In particular, we show that with the knowledge of the transmission system topology, attackers may circumvent the bad data detection algorithms equipped in today's state estimator. This, in turn, may be leveraged by attackers for consistent financial arbitrage such as virtual bidding at selected pairs of nodes. This paper is a first attempt to formalize the economic impact of malicious data attacks on real-time market operations. We show how an attack could systematically construct a profitable attacking strategy, in the meantime being undetected by the system operator. Such a result is also valuable for the system operators to examine the potential economic loss due to such cyber attack. The potential impact of the false data injection attacks is illustrated on real-time market operations of the IEEE 14-bus system.
ISSN:1949-3053
1949-3061
DOI:10.1109/TSG.2011.2161892