Detecting Electricity Theft in Smart Grids: A Hybrid CNN-RF Approach

Safia Babikir Bashir; Mena Maurice Farag; Abdul Kadir Hamid; Ali Ahmed Ismail; Ramesh C. Bansal; A. Elnady

doi:10.1109/REEPE63962.2025.10970906

Detecting Electricity Theft in Smart Grids: A Hybrid CNN-RF Approach

Safia Babikir Bashir
, Mena Maurice Farag
, Abdul Kadir Hamid
, Ali Ahmed Ismail
, Ramesh C. Bansal
, A. Elnady

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Journal	International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE
Issue number	2025
DOIs	https://doi.org/10.1109/REEPE63962.2025.10970906
State	Published - 2025
Externally published	Yes
Event	7th International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2025 - Moscow, Russian Federation Duration: Apr 8 2025 → Apr 10 2025

ASJC Scopus Subject Areas

Renewable Energy, Sustainability and the Environment
Instrumentation
Energy Engineering and Power Technology
Control and Optimization
Electrical and Electronic Engineering

Keywords

Deep learning
Electricity Theft Detection
Energy Consumption
Machine Learning
Smart Meters

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10.1109/REEPE63962.2025.10970906

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@article{e08678a6b62b4da2bea377fdb4b41cbf,

title = "Detecting Electricity Theft in Smart Grids: A Hybrid CNN-RF Approach",

keywords = "Deep learning, Electricity Theft Detection, Energy Consumption, Machine Learning, Smart Meters",

author = "Bashir, \{Safia Babikir\} and Farag, \{Mena Maurice\} and Hamid, \{Abdul Kadir\} and Ismail, \{Ali Ahmed\} and Bansal, \{Ramesh C.\} and A. Elnady",

note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 7th International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2025 ; Conference date: 08-04-2025 Through 10-04-2025",

year = "2025",

doi = "10.1109/REEPE63962.2025.10970906",

language = "English",

journal = "International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE",

issn = "2831-7297",

number = "2025",

}

TY - JOUR

T1 - Detecting Electricity Theft in Smart Grids

T2 - 7th International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE 2025

AU - Bashir, Safia Babikir

AU - Farag, Mena Maurice

AU - Hamid, Abdul Kadir

AU - Ismail, Ali Ahmed

AU - Bansal, Ramesh C.

AU - Elnady, A.

PY - 2025

Y1 - 2025

KW - Deep learning

KW - Electricity Theft Detection

KW - Energy Consumption

KW - Machine Learning

KW - Smart Meters

UR - https://www.scopus.com/pages/publications/105005827398

UR - https://www.scopus.com/pages/publications/105005827398#tab=citedBy

U2 - 10.1109/REEPE63962.2025.10970906

DO - 10.1109/REEPE63962.2025.10970906

M3 - Conference article

AN - SCOPUS:105005827398

SN - 2831-7297

JO - International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE

JF - International Youth Conference on Radio Electronics, Electrical and Power Engineering, REEPE

IS - 2025

Y2 - 8 April 2025 through 10 April 2025

ER -

Detecting Electricity Theft in Smart Grids: A Hybrid CNN-RF Approach

ASJC Scopus Subject Areas

Keywords

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