Abdullah Rakib Akand

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Hybrid CNN BiLSTM architecture for smart grid cyberattack detection using smart meter data

Jun 06, 2026 |

By Mithila Arman, Fakir Mashuque Alamgir, Sawrav Das, Abdullah Rakib Akand, Anika Fariha, Rafidul Islam, Nikosi Zuberi

| Nature

Abstract Real-time cyber-attack intrusion detection faces serious challenges in the smart grid communications infrastructure, as intrusion tactics become more advanced. Traditional rule-driven detection methods are unable to adapt to diverse attack patterns in modern power networks.

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Abdullah Rakib Akand

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Hybrid CNN BiLSTM architecture for smart grid cyberattack detection using smart meter data

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