Cyber Cascades Screening Considering the Impacts of False Data Injection Attacks

The attackers in smart grids can design false injection data attacks to intentionally cause branch overloaded tripping, which may trigger a cascading failure and thus impose substantial damages to the power grids. To address such risk, we in this paper propose an approach for screening out the most severe cascading failures triggered by potential data attacks. The proposed approach identifies these cascades and quantifies their impacts by assessing the data attacks induced branch overloads in a multistage model. The approach also includes a tool for handling the system separations during the spreading of a cascade. The simulations on the IEEE 118-bus system verify the proposed screening approaches and highlight the necessity of enhancing the defensive procedures for addressing such risk in smart grids.

[1]  Deepa Kundur,et al.  A Coordinated Multi-Switch Attack for Cascading Failures in Smart Grid , 2014, IEEE Transactions on Smart Grid.

[2]  I. Dobson,et al.  Initial review of methods for cascading failure analysis in electric power transmission systems IEEE PES CAMS task force on understanding, prediction, mitigation and restoration of cascading failures , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[3]  Lingfeng Wang,et al.  Power System Reliability Evaluation Considering Load Redistribution Attacks , 2017, IEEE Transactions on Smart Grid.

[4]  Ian Dobson,et al.  An Estimator of Propagation of Cascading Failure , 2006, Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06).

[5]  Daniel Bienstock,et al.  Optimal control of cascading power grid failures , 2011, IEEE Conference on Decision and Control and European Control Conference.

[6]  Lingfeng Wang,et al.  Power System Reliability Evaluation With SCADA Cybersecurity Considerations , 2015, IEEE Transactions on Smart Grid.

[7]  A. Monticelli,et al.  Electric power system state estimation , 2000, Proceedings of the IEEE.

[8]  Haibo He,et al.  Cyber-physical attacks and defences in the smart grid: a survey , 2016, IET Cyper-Phys. Syst.: Theory & Appl..

[9]  Zuyi Li,et al.  Masking Transmission Line Outages via False Data Injection Attacks , 2016, IEEE Transactions on Information Forensics and Security.

[10]  Zuyi Li,et al.  Cyber Attacks Against the Economic Operation of Power Systems: A Fast Solution , 2017, IEEE Transactions on Smart Grid.

[11]  J.D. McCalley,et al.  Identifying high risk N-k contingencies for online security assessment , 2005, IEEE Transactions on Power Systems.

[12]  R.C. Hardiman,et al.  An advanced tool for analyzing multiple cascading failures , 2005, 2004 International Conference on Probabilistic Methods Applied to Power Systems.

[13]  Jose M. Arroyo,et al.  Bilevel programming applied to power system vulnerability analysis under multiple contingencies , 2010 .

[14]  Zuyi Li,et al.  False Data Attacks Against AC State Estimation With Incomplete Network Information , 2017, IEEE Transactions on Smart Grid.

[15]  Siddharth Sridhar,et al.  Cyber–Physical System Security for the Electric Power Grid , 2012, Proceedings of the IEEE.

[16]  Zuyi Li,et al.  Local Topology Attacks in Smart Grids , 2017, IEEE Transactions on Smart Grid.

[17]  Bruno Sinopoli,et al.  Integrity Data Attacks in Power Market Operations , 2011, IEEE Transactions on Smart Grid.

[18]  Massimo Marchiori,et al.  Model for cascading failures in complex networks. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[19]  Oliver Kosut,et al.  Vulnerability Analysis and Consequences of False Data Injection Attack on Power System State Estimation , 2015, IEEE Transactions on Power Systems.

[20]  Adilson E Motter,et al.  Cascade-based attacks on complex networks. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[21]  Husheng Li,et al.  Time Synchronization Attack in Smart Grid: Impact and Analysis , 2013, IEEE Transactions on Smart Grid.

[22]  Reuven Cohen,et al.  Spatio-temporal propagation of cascading overload failures in spatially embedded networks , 2016, Nature Communications.

[23]  Zuyi Li,et al.  Mitigating False Data Attacks Induced Overloads Using a Corrective Dispatch Scheme , 2019, IEEE Transactions on Smart Grid.

[24]  Zhao Yang Dong,et al.  The 2015 Ukraine Blackout: Implications for False Data Injection Attacks , 2017, IEEE Transactions on Power Systems.

[25]  Zuyi Li,et al.  Trilevel Modeling of Cyber Attacks on Transmission Lines , 2017, IEEE Transactions on Smart Grid.