Real-Time Detection of Hybrid and Stealthy Cyber-Attacks in Smart Grid
February 28, 2018 Β· Declared Dead Β· π IEEE Transactions on Information Forensics and Security
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Authors
Mehmet Necip Kurt, Yasin Yilmaz, Xiaodong Wang
arXiv ID
1803.00128
Category
cs.IT: Information Theory
Cross-listed
cs.CR
Citations
157
Venue
IEEE Transactions on Information Forensics and Security
Last Checked
4 months ago
Abstract
For a safe and reliable operation of the smart grid, timely detection of cyber-attacks is of critical importance. Moreover, considering smarter and more capable attackers, robust detection mechanisms are needed against a diverse range of cyber-attacks. With these purposes, we propose a robust online detection algorithm for (possibly combined) false data injection (FDI) and jamming attacks, that also provides online estimates of the unknown and time-varying attack parameters and recovered state estimates. Further, considering smarter attackers that are capable of designing stealthy attacks to prevent the detection or to increase the detection delay of the proposed algorithm, we propose additional countermeasures. Numerical studies illustrate the quick and reliable response of the proposed detection mechanisms against hybrid and stealthy cyber-attacks.
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