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Data-Driven False Data Injection Attack: A Low-Rank Approach

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False data injection attack on the state estimation algorithms have already showcased its detrimental effects for modern grid operation. This letter promotes a novel attack vector formulation policy for the… Click to show full abstract

False data injection attack on the state estimation algorithms have already showcased its detrimental effects for modern grid operation. This letter promotes a novel attack vector formulation policy for the linear state estimation algorithm by exploring the low-rank subspace of the mapping matrix. An extensive analysis on the IEEE 14 bus test bench promotes the aforementioned propositions.

Keywords: low rank; injection attack; attack; data injection; false data

Journal Title: IEEE Transactions on Smart Grid
Year Published: 2022

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