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 Anomaly Intrusion Detection Systems in IoT Based on Autoencoder: A Review

  Alsoufi, M. A., Siraj, M. M., Ghaleb, F. A., Abdulqader, A. H., Ali, E. & Omar, M., 2024, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 224-239 16 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 211).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Intrusion Detection System 100%
  • Internet-Of-Things 100%
  • Autoencoder 100%
  • Unknown Attack 14%
  • Intrusion Detection 14%

• 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%
  • Classification Accuracy 33%
  5 Citations (SciVal)

• Mobile Device Influence on SDN Controller Performance in IoT-Managed Software-Defined Wireless Networks

  Isyaku, B., Bakar, K. A., Abdulrahman, S., Yusuf, M. N., Muchtar, F. B. & Ghaleb, F. A., 2024, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 62-72 11 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 211).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Software-Defined Network 100%
  • Network Controller 100%
  • Internet-Of-Things 100%
  • Wireless Network 100%
  • Mobile Device 100%
  1 Citation (SciVal)

• Revolutionizing Airline Customer Satisfaction Analysis with Machine Learning Techniques

  Ibrahim, A. O., Yi, C. C., Elsafi, A. & Ghaleb, F. A., 2024, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 141-152 12 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 211).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Machine Learning Technique 100%
  • Customer Satisfaction 100%
  • Airlines 100%
  • Learning Method 100%
  • Airline 100%
• 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
  15 Citations (SciVal)

• A Review on Neural Network Based Models for Short Term Solar Irradiance Forecasting

  Assaf, A. M., Haron, H., Abdull Hamed, H. N., Ghaleb, F. A., Qasem, S. N. & Albarrak, A. M., 19 Jul 2023, In: Applied Sciences (Switzerland). 13, 14, 8332.

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

  Open Access
  25 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%
  9 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%
  19 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%
  4 Citations (SciVal)

• 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

  • Web Application 100%
  • Neural Network Model 100%
  • Convolutional Neural Network 100%
  • Uniform Resource Locator 100%
  • Decision-Making 50%
  5 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%
  11 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
  3 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%
  • Neural Network 50%
  8 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
  8 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%
  8 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
  6 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%
  31 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)

• C-SAR: Class-Specific and Adaptive Recognition for Arabic Handwritten Cheques

  Hamdi, A., Al-Nuzaili, Q., Ghaleb, F. A. & Shaban, K., 2022, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 193-208 16 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 127).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • Experimental Result 100%
  • Classification Accuracy 100%
  • Recognition Algorithm 100%
  • Adaptive Algorithm 100%
  • Neural Network 100%
  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%
  21 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%
  • Multilayer Perceptron 33%
  36 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%
  46 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%
  17 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)

• Malware Detection Issues, Challenges, and Future Directions: A Survey

  Aboaoja, F. A., Zainal, A., Ghaleb, F. A., Al-rimy, B. A. S., Eisa, T. A. E. & Elnour, A. A. H., 25 Aug 2022, In: Applied Sciences (Switzerland). 12, 17, 8482.

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

  Open Access
  104 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%
  26 Citations (SciVal)

• Performance Evaluation of Flowtable Eviction Mechanisms for Software Defined Networks considering Traffic Flows variabilities

  Isyaku, B., Abu Bakar, K. B., Ghaleb, F. A. & Sulaiman, S., 2022, 2022 12th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2022. Institute of Electrical and Electronics Engineers Inc., p. 71-75 5 p. (2022 12th IEEE Symposium on Computer Applications and Industrial Electronics, ISCAIE 2022).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Performance Evaluation 100%
  • Software-Defined Network 100%
  • Replacement Policy 66%
  • Internet of Things Device 33%
  • OpenFlow 33%
  8 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%
  96 Citations (SciVal)

• Smart Home Privacy Protection Methods against a Passive Wireless Snooping Side-Channel Attack

  Nassiri Abrishamchi, M. A., Zainal, A., Ghaleb, F. A., Qasem, S. N. & Albarrak, A. M., Nov 2022, In: Sensors (Switzerland). 22, 21, 8564.

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

  Open Access

  • Privacy Protection 100%
  • Protection Method 100%
  • side-channel 100%
  • Cyber Attack 66%
  • Remote Location 33%
  10 Citations (SciVal)
• 2021

  Advanced Persistent Threat Detection: A Survey

  Khalid, A., Zainal, A., Maarof, M. A. & Ghaleb, F. A., 29 Jan 2021, 2021 3rd International Cyber Resilience Conference, CRC 2021. Institute of Electrical and Electronics Engineers Inc., 9392626. (2021 3rd International Cyber Resilience Conference, CRC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Intrusion Detection 100%
  • Detection Method 100%
  • Threat Detection 100%
  • Advanced Persistent Threat 100%
  • Targeted Attack 50%
  24 Citations (SciVal)

• 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
  60 Citations (SciVal)

• Application of Knowledge-oriented Convolutional Neural Network for Causal Relation Extraction in South China Sea Conflict Issues

  Leong Chien, K., Zainal, A., Ghaleb, F. A. & Nizam Kassim, M., 29 Jan 2021, 2021 3rd International Cyber Resilience Conference, CRC 2021. Institute of Electrical and Electronics Engineers Inc., 9392525. (2021 3rd International Cyber Resilience Conference, CRC 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

• 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

  • Wireless Mesh Network 100%
  • Genetic Algorithm 100%
  • Wireless Network 28%
  • Network Resource 14%
  • Local Minimum 14%
  9 Citations (SciVal)

• Hybrid Feature Selection by Combining Wrapper and Filter Methods for Malware Detection

  Alanazi, M. A., Siraj, M. M. & Ghaleb, F. A., 2021, 2021 International Conference on Data Science and Its Applications, ICoDSA 2021. Institute of Electrical and Electronics Engineers Inc., p. 233-239 7 p. (2021 International Conference on Data Science and Its Applications, ICoDSA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Feature Selection 100%
  • Malware Detection 100%
  • Feature Extraction 100%
  • Detection Method 50%
  • False Positive 50%
  1 Citation (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

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

• Path Selection With Critical Switch-Aware For Software Defined Networking

  Isyaku, B., Bakar, K. B. A., Ghaleb, F. A. & Zahid, M. S. M., 2021, IEEE Symposium on Wireless Technology and Applications, ISWTA 2021. Pasya, I. & Yassin, A. I. (eds.). IEEE Computer Society, p. 22-26 5 p. (IEEE Symposium on Wireless Technology and Applications, ISWTA; vol. 2021-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Selection Process 100%
  • Metrics 100%
  • Network Topology 100%
  • Selection Algorithm 100%
  • Software-Defined Network 100%
  7 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
  49 Citations (SciVal)

• Robust Misbehavior Detection Scheme for Vehicular Network

  Alzahrani, M., Idris, M. Y., Ghaleb, F. A. & Budiarto, R., 2021, 2021 International Conference on Data Science and Its Applications, ICoDSA 2021. Institute of Electrical and Electronics Engineers Inc., p. 54-60 7 p. (2021 International Conference on Data Science and Its Applications, ICoDSA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Vehicular Network 100%
  • Vehicular Ad Hoc Network 100%
  • Attackers 66%
  • Kalman Filter 66%
  • Neighboring Vehicle 66%
  3 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
  93 Citations (SciVal)

• Toward an Ensemble Behavioral-based Early Evasive Malware Detection Framework

  Aboaoja, F. A., Zainal, A., Ghaleb, F. A. & Al-Rimy, B. A. S., 6 Oct 2021, 2021 International Conference on Data Science and Its Applications, ICoDSA 2021. Institute of Electrical and Electronics Engineers Inc., p. 181-186 6 p. (2021 International Conference on Data Science and Its Applications, ICoDSA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
  21 Citations (SciVal)

• User Security Behavioral Profiling using Historical Browsing Website

  Maliki, N. A., Zainal, A., Ghaleb, F. A. A. & Kassim, M. N., 2021, 2021 International Conference on Data Science and Its Applications, ICoDSA 2021. Institute of Electrical and Electronics Engineers Inc., p. 163-168 6 p. (2021 International Conference on Data Science and Its Applications, ICoDSA 2021).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • User Behavior 100%
  • Multimedia 50%
  • Support Vector Machine 50%
  • Cybersecurity Knowledge 50%
  • Digital Citizenship 50%
  2 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%
  55 Citations (SciVal)

• A User Mobility-Aware Fair Channel Assignment Scheme for Wireless Mesh Network

  Al-rimy, B. A. S., Kamat, M., Ghaleb, F. A., Foad Rohani, M., Razak, S. A. & Shah, M. A., 2020, Computational Science and Technology - 6th ICCST 2019. Alfred, R., Lim, Y., Haviluddin, H. & On, C. K. (eds.). Springer Verlag, p. 531-541 11 p. (Lecture Notes in Electrical Engineering; vol. 603).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Nodes 100%
  • Wireless Mesh Network 100%
  • Network Capacity 66%
  • Gateway 50%
  • Network Topology 33%
  7 Citations (SciVal)