CV | marwan Ali abdelaziz albahar | Umm Al-Qura University

Qualifications

الدكتوراه

2018

البرمجة وعلوم الحاسب

University of Eastern Finland | فنلندا

الماجستير

2015

البرمجة وعلوم الحاسب

frostburg state university | الولايات المتحدة الأمريكية

البكالوريوس

2011

البرمجة وعلوم الحاسب

جامعة الملك فيصل | المملكة العربية السعودية

Scientific Research

Factor-structured anomaly detection: an interpretable AI framework for anomaly behavioral analysis

2026

مقال في مجلة | Elsevier | Ain Shams Engineering Journal

An algorithmic context to medical pattern recognition using similarity measures of complex picture fuzzy soft set

2026

مقال في مجلة | Elsevier | AIN SHAMS ENGINEERING JOURNAL

A novel image encryption framework using Wireworld cellular automaton and hybrid chaotic maps for enhanced security

2025

مقال في مجلة | PLOS One | PLOS One

Securing digital images: A chaos-driven scrambling algorithm using the Rossler system

2025

مقال في مجلة | PLOS One | PLOS One

Enhancing skin lesion classification: a CNN approach with human baseline comparison

2025

مقال في مجلة | PeerJ | PeerJ Computer Science

A cross-sectional study of parental perspectives on children about COVID-19 and classification using machine learning models

2025

مقال في مجلة | FRONTIERS | FRONTIERS IN PUBLIC HEALTH

Exploring the Mediating Role of Information Security Culture in Enhancing Sustainable Practices Through Integrated Systems Infrastructure

2025

مقال في مجلة | MDPI | SUSTAINABILITY

A New 12-Bit Chaotic Image Encryption Scheme Using A 12× 12 Dynamic S-Box

2024

مقال في مجلة | IEEE | IEEE Access

The Role of Blockchain in Finance Beyond Cryptocurrency: Trust, Data Management, and Automation

2024

مقال في مجلة | IEEE | IEEE Access

The Role of Blockchain in Finance Beyond Cryptocurrency: Trust, Data Management, and Automation

2024

مقال في مجلة | IEEE | IEEE Access

Detecting Anomalies, Sabotage, and Malicious Acts in a Cyber-physical System Using Fractal Dimension Based on Higuchi's Algorithm

2023

مقال في مجلة | IJCSNS | International Journal of Computer Science and Network Security

A New 12-Bit Chaotic Image Encryption Scheme Using a 12 × 12 Dynamic S-Box

2024

مقال في مجلة | IEEE | IEEE Access

An Optimized Privacy Information Exchange Schema for Explainable AI Empowered WiMAX-based IoT networks

2023

مقال في مجلة | Elsevier | Future Generation Computer Systems

An Optimized Intelligent Computational Security Model for Interconnected Blockchain-IoT System & Cities

2024

مقال في مجلة | Elsevier | Ad Hoc Networks

Reducing traffic congestion in makkah during Hajj through the use of AI technology

2023

مقال في مجلة | Elsevier | Heliyon

FORECASTING THE CUMULATIVE NUMBER OF CONFIRMED CASES OF COVID-19 IN USA, SAUDI ARABIA, AND CHINA USING ENSEMBLE MODEL

2020

مقال في مجلة | ICIC INT | ICIC Express Letters

A Multi-Stream Scrambling and DNA Encoding Method Based Image Encryption

2023

مقال في مجلة | Tech Science Press | Computer Systems Science and Engineering

An optimized multi-attribute decision-making approach to construction supply chain management by using complex picture fuzzy soft set

2023

مقال في مجلة | peerj | peerj computer science

Systematic Survey on Big Data Analytics and Artificial Intelligence for COVID-19 Containment>>>>>>>>>>>>

2023

مقال في مجلة | >>>>>>>Tech Science Press | >>>>>>>>>>Computer Systems Science and Engineering

The Assessment of Medication Effects in Omicron Patients through MADM Approach Based on Distance Measures of Interval-Valued Fuzzy Hypersoft Set

2023

مقال في مجلة | MDPI | Bioengineering

Suspended Sediment Yield Forecasting with Single and Multi-Objective Optimization Using Hybrid Artificial Intelligence Models

2023

مقال في مجلة | MDPI | Mathematics

Event-Specific Transmission Forecasting of SARS-CoV-2 in a Mixed-Mode Ventilated Office Room Using an ANN

2023

مقال في مجلة | MDPI | International Journal of Environmental Research and Public Health

A Novel Approach to Integrating Uncertainty into a Push Re-Label Network Flow Algorithm for Pit Optimization

2023

مقال في مجلة | MDPI | Mathematics

Introducing the Effective Features Using the Particle Swarm Optimization Algorithm to Increase Accuracy in Determining the Volume Percentages of Three-Phase Flows

2023

مقال في مجلة | MDPI | Processes

Lightweight Federated Learning for Rice Leaf Disease Classification Using Non Independent and Identically Distributed Images

2023

مقال في مجلة | MDPI | Sustainability

A Framework for Susceptibility Analysis of Brain Tumours Based on Uncertain Analytical Cum Algorithmic Modeling

2023

مقال في مجلة | MDPI | Bioengineering

Some q-Symmetric Integral Inequalities Involving s-Convex Functions

2023

مقال في مجلة | MDPI | Symmetry

Deep learning model for detection of brown spot rice leaf disease with smart agriculture

2023

مقال في مجلة | Elsevier | Computers and Electrical Engineering

Exploiting Misconfiguration Vulnerabilities in Microsoft’s Azure Active Directory for Privilege Escalation Attacks

2023

مقال في مجلة | MDPI | Future Internet

Systematic Survey on Big Data Analytics and Artificial Intelligence for COVID-19 Containment<

2023

مقال في مجلة | Tech Science Press | Computer Systems Science and Engineering journal

Obstacle Detection System for Navigation Assistance of Visually Impaired People Based on Deep Learning Techniques

2023

مقال في مجلة | MDPI | Sensor

Hybridizing Artificial Intelligence Algorithms for Forecasting of Sediment Load with Multi-Objective Optimization

2023

مقال في مجلة | MDPI | Water

Indoor Signs Detection for Visually Impaired People: Navigation Assistance Based on a Lightweight Anchor-Free Object Detector

2023

مقال في مجلة | MDPI | International Journal of Environmental Research and Public Health

first_pagesettingsOrder Article Reprints Open AccessArticle Indoor Signs Detection for Visually Impaired People: Navigation Assistance Based on a Lightweight Anchor-Free Object Detector

2023

مقال في مجلة | MDPI | International Journal of Environmental Research and Public Health

Scene Recognition for Visually-Impaired People’s Navigation Assistance Based on Vision Transformer with Dual Multiscale Attention

2023

مقال في مجلة | MDPI | Mathematics

A Survey on Deep Learning and Its Impact on Agriculture: Challenges and Opportunities

2023

مقال في مجلة | MDPI | agriculture

Android Malware Detection Using ResNet-50 Stacking

2022

مقال في مجلة | tech science press | Computers, Materials & Continua

An Empirical Comparison of Pen-Testing Tools for Detecting Web App Vulnerabilities

2022

مقال في مجلة | MDPI | Electronics

A Technology Survey on IoT Applications Serving Umrah and Hajj

2022

مقال في مجلة | hindawi | Applied Computational Intelligence and Soft Computing

A Survey on STEAM Education in Saudi Arabia: Early Childhood

2022

مقال في مجلة | International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies | International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies

Forecasting the Cumulative Number of Confirmed Cases of COVID-19 in USA, Saudi Arabia, and China Using Ensemble Model

2021

مقال في مجلة | ICIC INT | ICIC Express Letters

THE USE OF FRACTAL DIMENSION (FD) ANALYSIS IN DETECTION OF ANOMALIES, SABOTAGES, AND MALICIOUS ACTS IN A CYBER-PHYSICAL SYSTEM USING HIGUCHI’S ALGORITHM

2022

مقال في مجلة | Marwan Albahar , Mohammed Thanoon, Abdulaziz Albahr | International Journal on Information Technologies and Security

Computational Learning Model for Prediction of Heart Disease Using Machine Learning Based on a New Regularizer

2021

مقال في مجلة | Abdulaziz Albahr , Marwan Albahar , Mohammed Thanoon , Muhammad Binsawad | Computational Intelligence and Neuroscience

A Modified ResNeXt for Android Malware Identification and Classification

2022

مقال في مجلة | Marwan Ali Albahar , Mahmoud Said ElSayed, Anca Jurcut | Computational Intelligence and Neuroscience

Privacy Regulations in the Middle East: Challenges & Solutions

2022

مقال في مجلة | Marwan Albahar, Mohammed Thanoon, | International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies

The Impact of Security and Payment Method On Consumers’ Perception of Marketplace in Saudi Arabia

2022

مقال في مجلة | Mdawi Alqahtani, Marwan Ali Albahar | International Journal of Advanced Computer Science and Applications

Exploring and Adoption of Two Authentication Factors: Formation of Competence

2022

مقال في مجلة | ASEAN Journal of Psychiatry | ASEAN Journal of Psychiatry

Improving Intrusion Detection System using Artificial Neural Network

2020

مقال في مجلة | International Journal of Advanced Computer Science and Applications | International Journal of Advanced Computer Science and Applications

ASSESSING STUDENT COMPETENCIES THROUGH A SERVICE-LEARNING PROJECT IN CYBERSECURITY

2021

مقال في مجلة | INST BADAN GOSPODARCZYCH | Oeconomia Copernicana

Detecting Spam Messages on Social Networks in Saudi Arabia

2020

مقال في مجلة | International Journal of Computer Science and Network Security | International Journal of Computer Science and Network Security

A novel hybrid model for intrusion detection systems in SDNs based on CNN and a new regularization technique

2021

مقال في مجلة | Elsevier | Journal of Network and Computer Applications

Computational Learning Model for Prediction of Heart Disease Using Machine Learning Based on A New Regularizer

2021

مقال في مجلة | Hindawi | Computational Intelligence and Neuroscience

An Ensemble Model for Detecting Coronavirus disease-19 from Chest X-ray Images

2021

مقال في مجلة | International Journal of Medical Research & Health Sciences | International Journal of Medical Research & Health Sciences

Contrast and Synthetic Multiexposure Fusion for Image Enhancement

2021

مقال في مجلة | Hindawi | Computational Intelligence and Neuroscience

Towards Robustness Classifiers for PDF Malware Detection

2021

مقال في مجلة | Techscience | CMC: Computers, Materials & Continua

A novel hybrid model for intrusion detection systems in SDNs based on CNN and a new regularization technique

2021

مقال في مجلة | Elsevier | Elsevier Journal of Network and Computer Applications

A hybrid model for fake news detection: Leveraging news content and user comments in fake news

2021

مقال في مجلة | IET | IET Information Security

VGG-CovidNet: Bi-Branched Dilated Convolutional Neural Network for Chest X-Ray-Based COVID-19 Predictions

2021

مقال في مجلة | Techscience | Computers, Materials & Continua

A novel Cluster-Based Approach for Keyphrase Extraction from MOOC Video Lectures

2021

مقال في مجلة | Springer | Knowledge and Information Systems

An Efficient Person Re-Identification Model Based on New Regularization Technique

2020

مقال في مجلة | IEEE | IEEE Access

A Hybrid Model based on Radial basis Function Neural Network for Intrusion Detection

2020

مقال في مجلة | International Journal of Advanced Computer Science and Applications ) | International Journal of Advanced Computer Science and Applications )

A Modified Maximal Divergence Sequential Auto-Encoder and Time Delay Neural Network Models for Vulnerable Binary Codes Detection

2020

مقال في مجلة | IEEE | IEEE Access

An Empirical Comparison on Malicious Activity Detection Using Different Neural Network-Based Models

2020

مقال في مجلة | IEEE | IEEE Access

Deep Autoencoders and Feedforward Networks Based on a New Regularization for Anomaly Detection

2020

مقال في مجلة | Hindawi | Security and Communication Networks

Detecting Spam Messages on Social Networks in Saudi Arabia

2020

مقال في مجلة | International Journal of Computer Science and Network Security | nternational Journal of Computer Science and Network Security

Skin Lesion Classification using Convolutional Neural Network with Novel Regularizer

2019

مقال في مجلة | IEEE | IEEE Access

Recurrent neural network model based on a new regularization technique for real-time intrusion detection in SDN environments Authors

2019

مقال في مجلة | Hindawi | Security and Communication Networks

Deepfakes: Threats and countermeasures systematic review

2019

مقال في مجلة | Journal of Theoretical and Applied Information Technology | Journal of Theoretical and Applied Information Technology

Improving Intrusion Detection System using Artificial Neural Network

2020

مقال في مجلة | The Science and Information (SAI) Organization | International Journal of Advanced Computer Science and Applications

TIME AND FREQUENCY COMPONENTS ANALYSIS OF NETWORK TRAFFIC DATA USING CONTINUOUS WAVELET TRANSFORM TO DETECT ANOMALIES

2019

مقال في مجلة | ICIC International

DETECTING FRAUDULENT TWITTER PROFILES: A MODEL FOR FRAUD DETECTION IN ONLINE SOCIAL NETWORKS

2019

مقال في مجلة | ICIC International

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CV

Qualifications

Scientific Research