Personal information

Emails & domains

Verified email addresses

Verified email domains

Websites & social links

http://melgayar.com

Other IDs

Scopus Author ID: 57210095148

Keywords

Artificial Intelligence, Cyber Security, Image processing, Malware Analysis, Reverse Engineering, Ethical Hacking, Machine Learning

Countries

Egypt

Activities

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Employment (5)

Misr International University: Cairo, EG

2024-02-09 to present | Assistant Professor
Employment
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar

New Mansoura University: New Mansoura, EG

2021-09-01 to present | Assistant Professor
Employment
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar

Mansoura University: Al Mansurah, EG

2019-12-11 to present | Assistant Professor (Information Technology)
Employment
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar

Mansoura University: Al Mansurah, EG

2013-10-01 to 2019-12-11 | Lecturer Assistant (Information Technology)
Employment
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar

Mansoura University: Al Mansurah, EG

2010-09-16 to 2013-09-30 | Teaching Assistant (Information Technology)
Employment
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar

Education and qualifications (3)

Mansoura University: Al Mansurah, EG

2013 to 2019 | Ph.D (Information Technology)
Education
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar

Mansoura University: Al Mansurah, EG

2011 to 2013 | Master (Information Technology)
Education
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar

Mansoura University: Al Mansurah, EG

2006 to 2010 | Bachelor - Excellent Grade with honor (Information Technology)
Education
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar

Works (16)

Enhanced model for abstractive Arabic text summarization using natural language generation and named entity recognition

Neural Computing and Applications
2025-04 | Journal article
DOI: 10.1007/s00521-024-10949-x
Contributors: Nada Essa; M. M. El-Gayar; Eman M. El-Daydamony
Source: check_circle
Crossref

Depression Detection and Diagnosis Based on Electroencephalogram (EEG) Analysis: A Comprehensive Review

Diagnostics
2025-01-17 | Journal article
DOI: 10.3390/diagnostics15020210
Contributors: Kholoud Elnaggar; Mostafa El-Gayar; Mohammed Elmogy
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Efficient Real-Time Anomaly Detection in IoT Networks Using One-Class Autoencoder and Deep Neural Network

Electronics
2024-12-30 | Journal article
DOI: 10.3390/electronics14010104
Contributors: Aya G. Ayad; Mostafa M. El-Gayar; Noha A. Hikal; Nehal A. Sakr
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Smart Collaborative Intrusion Detection System for Securing Vehicular Networks Using Ensemble Machine Learning Model

Information
2024-09 | Journal article | Author
DOI: 10.3390/info15100583
Contributors: Mostafa Mahmoud EL-Gayar; Faheed A.F. Alrslani; Shaker El-Sappagh
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

A novel approach for detecting deep fake videos using graph neural network

Journal of Big Data
2024-02-01 | Journal article
DOI: 10.1186/s40537-024-00884-y
Contributors: M. M. El-Gayar; Mohamed Abouhawwash; S. S. Askar; Sara Sweidan
Source: check_circle
Crossref

Automatic Generation of Image Caption Based on Semantic Relation using Deep Visual Attention Prediction

International Journal of Advanced Computer Science and Applications (IJACSA)
2023 | Journal article
DOI: 10.14569/IJACSA.2023.0140912
WOSUID: WOS:001090893700001
Contributors: El-gayar, M. M.
Source: check_circle
Web of Science Researcher Profile Sync

Resource Allocation in UAV-Enabled NOMA Networks for Enhanced Six-G Communications Systems

Electronics
2023-12-17 | Journal article
DOI: 10.3390/electronics12245033
Contributors: Mostafa Mahmoud El-Gayar; Mohammed Nasser Ajour
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Semantic Pneumonia Segmentation and Classification for Covid-19 Using Deep Learning Network

Computers, Materials and Continua
2022 | Journal article
DOI: 10.32604/CMC.2022.024193
WOSUID: WOS:000821458000027
Contributors: Lotfy, M.; El-Bakry, Hazem M.; Elgayar, M. M.; El-Sappagh, Shaker; Soliman, A. A.; Kwak, Kyung Sup; Abdallah, G.
Source: check_circle
Web of Science Researcher Profile Sync

Multiclassification Model of Histopathological Breast Cancer Based on Deep Neural Network

2022-05-06 | Conference paper
DOI: 10.1109/SSD54932.2022.9955814
Contributors: Faris E. Mohammed; Nadia Smaoui Zghal; Dalinda Ben Aissa; M. M. El-Gayar
Source: check_circle
Crossref

Comparative study between metaheuristic algorithms for internet of things wireless nodes localization

International Journal of Electrical and Computer Engineering (IJECE)
2022-02-01 | Journal article
DOI: 10.11591/ijece.v12i1.pp660-668
Contributors: Rana Jassim Mohammed; Enas Abbas Abed; Mostafa Mahmoud El-gayar
Source: check_circle
Crossref

HDPF: Heart Disease Prediction Framework Based on Hybrid Classifiers and Genetic Algorithm

IEEE Access
2021 | Journal article
DOI: 10.1109/ACCESS.2021.3122789
Contributors: Sarria E. A. Ashri; M. M. El-Gayar; Eman M. El-Daydamony
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Detection Technique and Mitigation Against a Phishing Attack

International Journal of Advanced Computer Science and Applications
2021-09-30 | Journal article
DOI: 10.14569/ijacsa.2021.0120922
Part of ISSN: 2156-5570
Part of ISSN: 2158-107X
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar
grade
Preferred source (of 2)‎

Enhancing IoT Botnets Attack Detection Using Machine Learning-IDS and Ensemble Data Preprocessing Technique

2020 | Book chapter
DOI: 10.1007/978-981-15-3075-3_6
Contributors: Noha A. Hikal; M. M. Elgayar
Source: check_circle
Crossref

Enhanced Search Engine Using Proposed Framework and Ranking Algorithm Based on Semantic Relations

IEEE Access
2019 | Journal article
DOI: 10.1109/ACCESS.2019.2941937
Contributors: M. M. El-Gayar; N. E. Mekky; A. Atwan; H. Soliman
Source: check_circle
Crossref

Efficient Proposed Framework for Semantic Search Engine using New Semantic Ranking Algorithm

International Journal of Advanced Computer Science and Applications
2015 | Journal article
DOI: 10.14569/ijacsa.2015.060818
Part of ISSN: 2156-5570
Part of ISSN: 2158-107X
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar
grade
Preferred source (of 2)‎

A comparative study of image low level feature extraction algorithms

Egyptian Informatics Journal
2013 | Journal article
DOI: 10.1016/j.eij.2013.06.003
EID:

2-s2.0-84883135596
Contributors: El-Gayar, M.M.; Soliman, H.; Meky, N.
Source: Self-asserted source
Mostafa Mahmoud EL-Gayar via Scopus - Elsevier
grade
Preferred source (of 2)‎

Peer review (65 reviews for 12 publications/grants)

Review activity for Aerospace. (1)
Review activity for Applied sciences. (1)
Review activity for Computers in human behavior. (1)
Review activity for Egyptian Informatics Journal (3)
Review activity for Electronics. (26)
Review activity for Fire. (2)
Review activity for Fishes. (1)
Review activity for IEEE access : (13)
Review activity for Journal of big data. (5)
Review activity for Journal of marine science and engineering. (2)
Review activity for Sensors. (7)
Review activity for Sustainability. (3)
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