Mitigating Cyber Risks in Smart Cyber-Physical Power Systems through Deep Learning and Hybrid Security Models

Dayarathne, M. A. S. P. and Jayathilaka, M. S. M. and Bandara, R. M. V. A. and LOGEESHAN, V. and KUMARAWADU, S. and Rajakaruna Wanigasekara, Chathura (2025) Mitigating Cyber Risks in Smart Cyber-Physical Power Systems through Deep Learning and Hybrid Security Models. IEEE Access. IEEE - Institute of Electrical and Electronics Engineers. doi: 10.1109/ACCESS.2025.3545637. ISSN 2169-3536.

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Official URL: https://ieeexplore.ieee.org/document/10902404

Item URL in elib:

https://elib.dlr.de/213057/

Document Type:

Article

Title:

Mitigating Cyber Risks in Smart Cyber-Physical Power Systems through Deep Learning and Hybrid Security Models

Authors:

Authors	Institution or Email of Authors	Author's ORCID iD	ORCID Put Code
Dayarathne, M. A. S. P.	University of Moratuwa	UNSPECIFIED	UNSPECIFIED
Jayathilaka, M. S. M.	University of Moratuwa	UNSPECIFIED	UNSPECIFIED
Bandara, R. M. V. A.	University of Moratuwa	UNSPECIFIED	UNSPECIFIED
LOGEESHAN, V.	University of Moratuwa	UNSPECIFIED	UNSPECIFIED
KUMARAWADU, S.	University of Moratuwa	UNSPECIFIED	UNSPECIFIED
Rajakaruna Wanigasekara, Chathura	Chathura.Wanigasekara (at) dlr.de	https://orcid.org/0000-0003-4371-6108	179420488

Date:

February 2025

Journal or Publication Title:

IEEE Access

Refereed publication:

Yes

Open Access:

Yes

Gold Open Access:

Yes

In SCOPUS:

Yes

In ISI Web of Science:

Yes

DOI:

10.1109/ACCESS.2025.3545637

Publisher:

IEEE - Institute of Electrical and Electronics Engineers

ISSN:

2169-3536

Status:

Published

Keywords:

Smart Cyber-Physical Power Systems (CPPS) , Cybersecurity in Smart Grids , Renewable Energy Integration , Machine Learning for Cyber Threat Detection , Deep Learning Models (CNN, LSTM)

HGF - Research field:

Energy

HGF - Program:

other

HGF - Program Themes:

E - no assignment

DLR - Research area:

Energy

DLR - Program:

E - no assignment

DLR - Research theme (Project):

E - no assignment

Location:

Geesthacht

Institutes and Institutions:

Institute for the Protection of Maritime Infrastructures > Reslience of Maritime Systems
Institute of Maritime Energy Systems > Energy Converters and Systems

Deposited By:

Rajakaruna Wanigasekara, Chathura

Deposited On:

05 Mar 2025 12:44

Last Modified:

11 May 2026 07:31

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