Data-Driven False Data Injection Attack: A Low-Rank Approach
Debottam Mukherjee
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.
Topics & Concepts
Subspace topologyComputer scienceRank (graph theory)State (computer science)Data modelingData miningAlgorithmMatrix (chemical analysis)Artificial intelligenceMathematicsDatabaseComposite materialCombinatoricsMaterials scienceSmart Grid Security and ResilienceNetwork Security and Intrusion DetectionPower System Optimization and Stability