Research output

Research output per year 2013 2020 2021 2022 2023 2024

• 48 Article
• 16 Conference contribution
• 5 Chapter
• 4 Review article
• 2 More
  • 1 Book
  • 1 Conference article

Research output per year

Research output per year

Search results

• 2024

  An efficient intrusion detection model based on convolutional spiking neural network

  Zhen, Wang, Ghaleb, F. A., Anazida Zainal & Xing Lu, 25 Mar 2024, In: Scientific Reports. 14, 1, p. 1-20 20 p., 7054.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Intrusion Detection 100%
  • Neural Network 100%
  • Computational Resource 66%
  • Experimental Result 33%
  • Convolutional Neural Network 33%
  3 Citations (SciVal)
• 2023

  An Attention-Based Convolutional Neural Network for Intrusion Detection Model

  Wang, Z. & Ghaleb, F. A., 28 Apr 2023, In: IEEE Access. 11, p. 43116-43127 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  8 Citations (SciVal)

• A Semisupervised Concept Drift Adaptation via Prototype-Based Manifold Regularization Approach with Knowledge Transfer

  Muhammad Zaly Shah, M. Z., Zainal, A., Elfadil Eisa, T. A., Albasheer, H. & Ghaleb, F. A., 9 Jan 2023, In: Mathematics. 11, 2, 355.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Dynamic Extraction of Initial Behavior for Evasive Malware Detection

  Aboaoja, F. A., Zainal, A., Ali, A. M., Ghaleb, F. A., Alsolami, F. J. & Rassam, M. A., Jan 2023, In: Mathematics. 11, 2, 416.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Malware 100%
  • Malware Detection 100%
  • Feature Extraction 66%
  • Collected Data 33%
  • Machine Learning Algorithm 33%
  5 Citations (SciVal)

• Ensemble Synthesized Minority Oversampling-Based Generative Adversarial Networks and Random Forest Algorithm for Credit Card Fraud Detection

  Ghaleb, F., Saeed, F., Al-Sarem, M., Qasem, S. & Al-Hadhrami, T., 18 Aug 2023, In: IEEE Access. 11, p. 89694-89710 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Random Decision Forest 100%
  • Generative Adversarial Networks 100%
  • Fraud Detection 100%
  • Oversampling 100%
  • Credit Card 100%
  9 Citations (SciVal)

• Hybrid Malware Variant Detection Model with Extreme Gradient Boosting and Artificial Neural Network Classifiers

  Alhashmi, A. A., Darem, A. A., Alanazi, S. M., Alashjaee, A. M., Aldughayfiq, B., Ghaleb, F. A., Ebad, S. A. & Alanazi, M. A., 2023, In: Computers, Materials and Continua. 76, 3, p. 3483-3498 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Malware 100%
  • Extreme Gradient Boosting 100%
  • Artificial Neural Network 100%
  • Detection Performance 40%
  • Cybersecurity 40%
  1 Citation (SciVal)

• Improving Solar Radiation Forecasting Utilizing Data Augmentation Model Generative Adversarial Networks with Convolutional Support Vector Machine (GAN-CSVR)

  Assaf, A. M., Haron, H., Abdull Hamed, H. N., Ghaleb, F. A., Dalam, M. E. & Elfadil Eisa, T. A., 28 Nov 2023, In: Applied Sciences. 13, 23, 12768.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  1 Citation (SciVal)

• Intelligent Proof-of-Trustworthiness-Based Secure Safety Message Dissemination Scheme for Vehicular Ad Hoc Networks Using Blockchain and Deep Learning Techniques

  Ghaleb, F. A., Ali, W., Al-Rimy, B. A. S. & Malebary, S. J., Apr 2023, In: Mathematics. 11, 7, 1704.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Blockchain 100%
  • Deep Learning Technique 100%
  • vehicular ad-hoc network 100%
  • Vehicular Ad Hoc Network 100%
  • Intelligent Transportation System 66%

• Multi-modal Features Representation-based Convolutional Neural Network Model for Malicious Website Detection

  Alsaedi, M., Ghaleb, F. A., Saeed, F., Ahmad, J. & Alasli, M., 28 Dec 2023, In: IEEE Access. p. 1 1 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Convolutional Neural Network 100%
  • Web Application 100%
  • Neural Network Model 100%
  • Uniform Resource Locator 100%
  • Decision-Making 50%
  4 Citations (SciVal)

• Optimization Techniques in University Timetabling Problem: Constraints, Methodologies, Benchmarks, and Open Issues

  Bashab, A., Ibrahim, A. O., Hashem, I. A. T., Aggarwal, K., Mukhlif, F., Ghaleb, F. A. & Abdelmaboud, A., 2023, In: Computers, Materials and Continua. 74, 3, p. 6461-6484 24 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Optimisation Problem 100%
  • Comprehensive Review 100%
  • Optimization Technique 100%
  • Multiobjective Optimization 50%
  6 Citations (SciVal)

• Optimized Identification with Severity Factors of Gastric Cancer for Internet of Medical Things

  Bakar, K. B. A., Zuhra, F. T., Isyaku, B. & Ghaleb, F. A., 2023, In: Computers, Materials and Continua. 75, 1, p. 785-798 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  2 Citations (SciVal)

• Resource Exhaustion Attack Detection Scheme for WLAN Using Artificial Neural Network

  Abdallah, A. E., Hamdan, M., Razak, S. A., Ghalib, F. A., Hamzah, M., Khan, S., Ali, S. A. B., Khairi, M. H. H. & Salih, S., 2023, In: Computers, Materials and Continua. 74, 3, p. 5607-5623 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • wireless local area network 100%
  • Artificial Neural Network 100%
  • Experimental Result 50%
  • World Application 50%
  • Wireless Networks 50%
  3 Citations (SciVal)

• Similarity-Based Hybrid Malware Detection Model Using API Calls

  Alhashmi, A. A., Darem, A. A., Alashjaee, A. M., Alanazi, S. M., Alkhaldi, T. M., Ebad, S. A., Ghaleb, F. A. & Almadani, A. M., 30 Jun 2023, In: Mathematics. 11, 13, 2944.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  4 Citations (SciVal)

• Web-Informed-Augmented Fake News Detection Model Using Stacked Layers of Convolutional Neural Network and Deep Autoencoder

  Ali, A. M., Ghaleb, F. A., Mohammed, M. S., Alsolami, F. J. & Khan, A. I., May 2023, In: Mathematics. 11, 9, 1992.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Convolutional Neural Network 100%
  • Deep Learning Method 66%
  • Decision-Making 33%
  • World Wide Web Search 33%
  • Multilayer Perceptron 33%
  6 Citations (SciVal)
• 2022

  An Improved Robust Misbehavior Detection Scheme for Vehicular Ad Hoc Network

  Alzahrani, M., Idris, M. Y., Ghaleb, F. A. & Budiarto, R., 2022, In: IEEE Access. 10, p. 111241-111253 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  5 Citations (SciVal)

• A Weighted Minimum Redundancy Maximum Relevance Technique for Ransomware Early Detection in Industrial IoT

  Ahmed, Y. A., Huda, S., Al-rimy, B. A. S., Alharbi, N., Saeed, F., Ghaleb, F. A. & Ali, I. M., 21 Jan 2022, In: Sustainability. 14

  Research output: Contribution to journal › Article › peer-review

  • Industrial Internet of Things 100%
  • Malware 100%
  • Early Detection 100%
  • Minimum Redundancy 100%
  • Inverse Document Frequency 50%
  27 Citations (SciVal)

• COCP: Coupling Parameters Content Placement Strategy for In-Network Caching-Based Content-Centric Networking

  Rashid, S., Abd Razak, S., Ghaleb, F. A., Saeed, F. & Alkhammash, E. H., 2022, In: Computers, Materials and Continua. 71, 2, p. 5523-5543 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Coupling Parameter 100%
  • Network Performance 28%
  • Vehicular Network 28%
  • Internet-Of-Things 28%
  • Bandwidth Utilization 14%
  2 Citations (SciVal)

• Deep-Ensemble and Multifaceted Behavioral Malware Variant Detection Model

  Al-Hashmi, A. A., Ghaleb, F. A., Al-Marghilani, A., Yahya, A. E., Ebad, S. A., Muhammad Saqib, M. S. & Darem, A. A., 2022, In: IEEE Access. 10, p. 42762-42777 16 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Malware 100%
  • False Negative 13%
  • Dynamic Analysis 13%
  • Extreme Gradient Boosting 13%
  • Obfuscation Technique 13%
  18 Citations (SciVal)

• Deep Ensemble Fake News Detection Model Using Sequential Deep Learning Technique

  Ali, A. M., Ghaleb, F. A., Al-Rimy, B. A. S., Alsolami, F. J. & Khan, A. I., Sept 2022, In: Sensors (Switzerland). 22, 18, 6970.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning Technique 100%
  • Deep Learning Method 100%
  • Extracted Feature 66%
  • binary classifier 66%
  • Convolutional Neural Network 33%
  30 Citations (SciVal)

• Deep Learning and Machine Learning for Early Detection of Stroke and Haemorrhage

  Al-Mekhlafi, Z. G., Senan, E. M., Rassem, T. H., Mohammed, B. A., Makbol, N. M., Alanazi, A. A., Almurayziq, T. S. & Ghaleb, F. A., 2022, In: Computers, Materials and Continua. 72, 1, p. 775-796 22 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Support Vector Machine 100%
  • Early Detection 100%
  • Machine Learning 100%
  • Learning System 100%
  • Deep Learning Method 100%
  33 Citations (SciVal)

• Dynamic Routing and Failure Recovery Approaches for Efficient Resource Utilization in OpenFlow-SDN: A Survey

  Isyaku, B., Bakar, K. B. A., Ghaleb, F. A. & Al-Nahari, A., 2022, In: IEEE Access. 10, p. 121791-121815 25 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Resource Utilisation 100%
  • Software-Defined Network 100%
  • OpenFlow 100%
  • Dynamic Routing 100%
  • Network Control 33%
  16 Citations (SciVal)

• Imu: A content replacement policy for ccn, based on immature content selection

  Rashid, S., Razak, S. A. & Ghaleb, F. A., 1 Jan 2022, In: Applied Sciences (Switzerland). 12, 1, 344.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Replacement Policy 100%
  • Network Performance 33%
  • Data Distribution 33%
  • Baseline Approach 33%
  • Cache Replacement Policy 33%
  5 Citations (SciVal)

• Multi-Method Diagnosis of CT Images for Rapid Detection of Intracranial Hemorrhages Based on Deep and Hybrid Learning

  Mohammed, B. A., Senan, E. M., Al-Mekhlafi, Z. G., Rassem, T. H., Makbol, N. M., Alanazi, A. A., Almurayziq, T. S., Ghaleb, F. A. & Sallam, A. A., Aug 2022, In: Electronics (Switzerland). 11, 15, 2460.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Cerebral Hemorrhage 100%
  • Neural Network 50%
  22 Citations (SciVal)

• Ransomware Detection Using the Dynamic Analysis and Machine Learning: A Survey and Research Directions

  Urooj, U., Al-Rimy, B. A. S., Zainal, A., Ghaleb, F. A. & Rassam, M. A., Jan 2022, In: Applied Sciences (Switzerland). 12, 1, 172.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Research Direction 100%
  • Malware 100%
  • Dynamic Analysis 100%
  • Machine Learning 100%
  • Learning System 100%
  76 Citations (SciVal)
• 2021

  An Adaptive Behavioral-Based Incremental Batch Learning Malware Variants Detection Model Using Concept Drift Detection and Sequential Deep Learning

  Darem, A. A., Ghaleb, F. A., Al-Hashmi, A. A., Abawajy, J. H., Alanazi, S. M. & Al-Rezami, A. Y., 2021, In: IEEE Access. 9, p. 97180-97196 17 p., 9467300.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  50 Citations (SciVal)

• Fairness-Oriented Semichaotic Genetic Algorithm-Based Channel Assignment Technique for Node Starvation Problem in Wireless Mesh Networks

  Ghaleb, F. A., Al-Rimy, B. A. S., Boulila, W., Saeed, F., Kamat, M., Rohani, M. F., Razak, S. A. & Bai, Y-T. (ed.), 10 Aug 2021, In: Computational Intelligence and Neuroscience. 2021

  Research output: Contribution to journal › Article › peer-review

  • Genetic Algorithm 100%
  • Wireless Mesh Network 100%
  • Wireless Networks 28%
  • Wireless Sensor Network 14%
  • Network Resource 14%
  8 Citations (SciVal)

• Multi-method analysis of medical records and mri images for early diagnosis of dementia and alzheimer’s disease based on deep learning and hybrid methods

  Mohammed, B. A., Senan, E. M., Rassem, T. H., Makbol, N. M., Alanazi, A. A., Al-Mekhlafi, Z. G., Almurayziq, T. S. & Ghaleb, F. A., 1 Nov 2021, In: Electronics (Switzerland). 10, 22, 2860.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Deep Learning Method 100%
  • Support Vector Machine 100%
  • Alzheimer's Disease 100%
  • Medical Record 100%
  • Magnetic Resonance Imaging 100%
  81 Citations (SciVal)

• PEW: Prediction-Based Early Dark Cores Wake-up Using Online Ridge Regression for Many-Core Systems

  Mohammed, M. S., Paraman, N., Rahman, A. A. H. A., Ghaleb, F. A., Al-Dhamari, A. & Marsono, M. N., 2021, In: IEEE Access. 9, p. 124087-124099 13 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  3 Citations (SciVal)

• Quasi-Identifiers Recognition Algorithm for Privacy Preservation of Cloud Data Based on Risk Re-Identification

  Mansour, H., Siraj, M., Ghaleb, F., Saeed, F., Alkhammash, E. & Maarof, M., 26 Aug 2021, In: Wireless Communications and Mobile Computing. 2021

  Research output: Contribution to journal › Article › peer-review

  • Recognition Algorithm 100%
  • Privacy Preservation 100%
  • Privacy Leakage 100%
  • Reidentification 100%
  • Anonymization 100%

• Redundancy Coefficient Gradual Up-weighting-based Mutual Information Feature Selection technique for Crypto-ransomware early detection

  Al-rimy, B. A. S., Maarof, M. A., Alazab, M., Shaid, S. Z. M., Ghaleb, F. A., Almalawi, A., Ali, A. M. & Al-Hadhrami, T., Feb 2021, In: Future Generation Computer Systems. 115, p. 641-658 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  45 Citations (SciVal)

• Route Path Selection Optimization Scheme Based Link Quality Estimation and Critical Switch Awareness for Software Defined Networks

  Isyaku, B., Bakar, K. A., Zahid, M. S. M., Alkhammash, E. H., Saeed, F. & Ghaleb, F. A., 29 Sept 2021, In: Applied Sciences. 11, 19

  Research output: Contribution to journal › Article › peer-review

  • Software-Defined Network 100%
  • Path Selection 100%
  • Experimental Result 16%
  • Internet of Things Device 16%
  • Control Plane 16%
  7 Citations (SciVal)

• RS-DCNN: A novel distributed convolutional-neural-networks based-approach for big remote-sensing image classification

  Boulila, W., Sellami, M., Driss, M., Al-Sarem, M., Safaei, M. & Ghaleb, F. A., Mar 2021, In: Computers and Electronics in Agriculture. 182, 106014.

  Research output: Contribution to journal › Article › peer-review
  86 Citations (SciVal)
• 2020

  A Pseudo Feedback-Based Annotated TF-IDF Technique for Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation and Features Extraction

  Abdulgaleel Abdoh Ghaleb, F., 2020, In: IEEE Access.

  Research output: Contribution to journal › Article › peer-review

• A Pseudo Feedback-Based Annotated TF-IDF Technique for Dynamic Crypto-Ransomware Pre-Encryption Boundary Delineation and Features Extraction

  Al-Rimy, B. A. S., Maarof, M. A., Alazab, M., Alsolami, F., Shaid, S. Z. M., Ghaleb, F. A., Al-Hadhrami, T. & Ali, A. M., 2020, In: IEEE Access. 8, p. 140586-140598 13 p., 9151929.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Malware 100%
  • Feature Extraction 100%
  • Early Detection 33%
  • Inverse Document Frequency 33%
  • Related Feature 16%
  49 Citations (SciVal)

• Database forensic investigation process models: A review

  Al-Dhaqm, A., Abd Razak, S., Othman, S. H., Ali, A., Ghaleb, F. A., Rosman, A. S. & Marni, N., 2020, In: IEEE Access. 8, p. 48477-48490 14 p., 9016047.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Process Model 100%
  • Forensics Investigation 100%
  • Investigation Process 100%
  • Database Forensics 100%
  • Potential Solution 9%
  30 Citations (SciVal)

• Deauthentication and Disassociation Detection and Mitigation Scheme Using Artificial Neural Network

  Abdallah, A. E., Abd Razak, S. & Ghalib, F. A., 2020, In: Advances in Intelligent Systems and Computing.

  Research output: Contribution to journal › Article › peer-review

• Deep Kalman Neuro Fuzzy-Based Adaptive Broadcasting Scheme for Vehicular Ad Hoc Network: A Context-Aware Approach

  Ghaleb, F. A., Al-Rimy, B. A. S., Almalawi, A., Ali, A. M., Zainal, A., Rassam, M. A., Shaid, S. Z. M. & Maarof, M. A., 2020, In: IEEE Access. 8, p. 217744-217761 18 p., 9272280.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  15 Citations (SciVal)

• Fairness-Oriented Semi-Chaotic Genetic Algorithm-Based Channel Assignment Technique for Nodes Starvation Problem in Wireless Mesh Network

  A. Ghaleb, F., Ali Saleh Al-rimy, B., Kamat, M., Foad Rohani, M. & Abd Razak, S., 2020, In: ArXiv.

  Research output: Contribution to journal › Article
• 2019

  Context-aware data-centric misbehaviour detection scheme for vehicular ad hoc networks using sequential analysis of the temporal and spatial correlation of the consistency between the cooperative awareness messages

  Ghaleb, F. A., Maarof, M. A., Zainal, A., Rassam, M. A., Saeed, F. & Alsaedi, M., Dec 2019, In: Vehicular Communications. 20, 100186.

  Research output: Contribution to journal › Article › peer-review

  • vehicular ad-hoc network 100%
  • Spatial Correlation 100%
  • Temporal Correlation 100%
  • Reference Model 66%
  • Neighboring Vehicle 66%
  41 Citations (SciVal)

• Enhancement of thermal comfort in a large space building

  Mohamed Kamar, H., Kamsah, N. B., Ghaleb, F. A. & Idrus Alhamid, M., Mar 2019, In: Alexandria Engineering Journal. 58, 1, p. 49-65 17 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Exhaust Fan 100%
  • Natural Ventilation 33%
  • Mean Radiant Temperature 33%
  • Air Flow 33%
  • Airflow Velocity 33%
  44 Citations (SciVal)

• Ensemble-based hybrid context-aware misbehavior detection model for vehicular ad hoc network

  Ghaleb, F. A., Maarof, M. A., Zainal, A., Saleh Al-Rimy, B. A., Alsaeedi, A. & Boulila, W., 1 Dec 2019, In: Remote Sensing. 11, 23, 2852.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  40 Citations (SciVal)

• Hybrid and Multifaceted Context-Aware Misbehavior Detection Model for Vehicular Ad Hoc Network

  Ghaleb, F. A., Maarof, M. A., Zainal, A., Al-Rimy, B. A. S., Saeed, F. & Al-Hadhrami, T., 2019, In: IEEE Access. 7, p. 159119-159140 22 p., 8888176.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • vehicular ad-hoc network 100%
  • Network Application 66%
  • Context Reference 66%
  • Network Protocols 33%
  • Detection Accuracy 33%
  40 Citations (SciVal)
• 2018

  Driving-situation-aware adaptive broadcasting rate scheme for vehicular ad hoc network

  Ghaleb, F. A., Zainal, A., Rassam, M. A. & Saeed, F., 2018, In: Journal of Intelligent and Fuzzy Systems. 35, 1, p. 423-438 16 p.

  Research output: Contribution to journal › Article › peer-review

  • vehicular ad-hoc network 100%
  • And-States 50%
  • Prediction Model 50%
  • Historical Data 50%
  • Message Transmission 50%
  13 Citations (SciVal)

• Two-stage motion artefact reduction algorithm for electrocardiogram using weighted adaptive noise cancelling and recursive Hampel filter

  Ghaleb, F. A., Kamat, M. B., Salleh, M., Rohani, M. F. & Razak, S. A., 20 Nov 2018, In: PLoS ONE. 13, 11, e0207176.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  34 Citations (SciVal)
• 2017

  Improved vehicle positioning algorithm using enhanced innovation-based adaptive Kalman filter

  Ghaleb, F. A., Zainal, A., Rassam, M. A. & Abraham, A., 2017, In: Pervasive and Mobile Computing.

  Research output: Contribution to journal › Article › peer-review
  58 Citations (SciVal)
• 2016

  Design of misbehavior detection scheme by combining lane change and braking alerts

  Ardo, A. A., Zainal, A. & Ghaleb, F. A., 2016, In: Indian Journal of Science and Technology. 9, 46, 107112.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Lane Change 100%
  • Detection Scheme 100%
  • Detection Accuracy 100%
  • Braking 100%
  • Collected Data 50%

• Mobility information estimation algorithm using Kalman-filter for vehicular ad hoc networks

  Ghaleb, F. A., Zainal, A. & Rassam, M. A., 2016, In: International Journal of Information and Computer Security.

  Research output: Contribution to journal › Article › peer-review
  6 Citations (SciVal)
• 2015

  Data verification and misbehavior detection in vehicular Ad-hoc networks

  Ghaleb, F. A., Zainal, A. & Rassam, M. A., 2015, In: Jurnal Teknologi.

  Research output: Contribution to journal › Article › peer-review

  16 Citations (SciVal)