Reinforcement Learning-Based False Data Injection Attacks Detector for Modular Multilevel Converters

C Gallardo; C Burgos-Mellado; D Muñoz-Carpintero; Y Arias-Esquivel; AK Verma; A Navas-Fonseca; R Cárdenas-Dobson; T Dragicevic

doi:10.1109/TIE.2023.3312433

Reinforcement Learning-Based False Data Injection Attacks Detector for Modular Multilevel Converters

Translated title of the contribution: Reinforcement Learning-Based False Data Injection Attacks Detector for Modular Multilevel Converters

C Gallardo, C Burgos-Mellado, D Muñoz-Carpintero, Y Arias-Esquivel, AK Verma, A Navas-Fonseca, R Cárdenas-Dobson, T Dragicevic

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Translated title of the contribution	Reinforcement Learning-Based False Data Injection Attacks Detector for Modular Multilevel Converters
Original language	Spanish (Chile)
Number of pages	11
Journal	IEEE Transactions on Industrial Electronics
DOIs	https://doi.org/10.1109/TIE.2023.3312433
Publication status	E-pub ahead of print - 20 Sept 2023

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10.1109/TIE.2023.3312433

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Gallardo, C., Burgos-Mellado, C., Muñoz-Carpintero, D., Arias-Esquivel, Y., Verma, AK., Navas-Fonseca, A., Cárdenas-Dobson, R., & Dragicevic, T. (2023). Reinforcement Learning-Based False Data Injection Attacks Detector for Modular Multilevel Converters. IEEE Transactions on Industrial Electronics. Advance online publication. https://doi.org/10.1109/TIE.2023.3312433

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title = "Reinforcement Learning-Based False Data Injection Attacks Detector for Modular Multilevel Converters",

keywords = "Centralized control, Computer crime, Decentralized control, Detectors, Distributed control, HVDC transmission, Topology, Voltage control, False data injection attack (FDIA), Modular multilevel converter (MMC), Reinforcement learning (RL)",

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year = "2023",

month = sep,

day = "20",

doi = "10.1109/TIE.2023.3312433",

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AU - Gallardo, C

AU - Burgos-Mellado, C

AU - Muñoz-Carpintero, D

AU - Arias-Esquivel, Y

AU - Verma, AK

AU - Navas-Fonseca, A

AU - Cárdenas-Dobson, R

AU - Dragicevic, T

PY - 2023/9/20

Y1 - 2023/9/20

KW - Centralized control

KW - Computer crime

KW - Decentralized control

KW - Detectors

KW - Distributed control

KW - HVDC transmission

KW - Topology

KW - Voltage control

KW - False data injection attack (FDIA)

KW - Modular multilevel converter (MMC)

KW - Reinforcement learning (RL)

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DO - 10.1109/TIE.2023.3312433

M3 - Artículo

SN - 0278-0046

JO - IEEE Transactions on Industrial Electronics

JF - IEEE Transactions on Industrial Electronics

ER -

Reinforcement Learning-Based False Data Injection Attacks Detector for Modular Multilevel Converters

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