Mahmoud Ragab

38 papers Journal 37
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable artificial intelligence with fusion of feature engineering on oral disease diagnosis in dentistry using biomedical images.
Biomed. Signal Process. Control.
Iyad A. Katib, Mahmoud Ragab
2026 J jnl
Modeling of automated renal lithiasis identification using feature fusion with attention-based deep learning model on axial computed tomography images.
Eng. Appl. Artif. Intell.
Rania Aboalela, Mohammed K. Al-Hanawi, Mohamed Alqurashi, Sana G. Alattas, Rasha Jamal Atwa, Mahmoud Ragab
2025 J jnl
Holo-FAFL: Cross-Modal Feature Augmentation and Latency-Aware Asynchronous Federated Learning for Holographic IoT Systems.
IEEE Trans. Consumer Electron.
Le Sun, Yulin Wang, Zhiguo Qu, Jinliang Liu, Jing Tian, Yimin Yu, Ghulam Muhammad, Mahmoud Ragab
2024 J jnl
Capuchin Search Algorithm With Deep Learning-Based Data Edge Verification for Blockchain-Assisted IoT Environment.
IEEE Access
Khaled Hamed Alyoubi, Adil Omar Khadidos, Abdulrhman M. Alshareef, Diaa Hamed, Alaa O. Khadidos, Mahmoud Ragab
2024 J jnl
Corrections to "Secure Biometric Identification Using Orca Predators Algorithm With Deep Learning: Retinal Iris Image Analysis".
IEEE Access
Louai Maghrabi, Mohammed Altwijri, Sami Saeed Binyamin, Fouad Shoie Alallah, Diaa Hamed, Mahmoud Ragab
2024 J jnl
Enhancing Cybersecurity in the Internet of Things Environment Using Bald Eagle Search Optimization With Hybrid Deep Learning.
IEEE Access
Louai Maghrabi, Sahar Shabanah, Turki A. Althaqafi, Dheyaaldin Alsalman, Sultan Abdullah Algarni, Abdullah Al-Malaise Al-Ghamdi, Mahmoud Ragab
2024 J jnl
Enhancing Resilience in Next-Generation Wireless Networks Through Deep Learning for Security Enhancement.
IEEE Trans. Consumer Electron.
Ehab Ashary, Louai Maghrabi, Sahar Jambi, Rehab B. Ashari, Ayman G. Fayoumi, Abdullah Al-Malaise Al-Ghamdi, Mahmoud Ragab
2024 J jnl
Ensemble Deep Learning Based Air Pollution Prediction for Sustainable Smart Cities.
Comput. Syst. Sci. Eng.
Maha Farouk Sabir, Mahmoud Ragab, Adil Omar Khadidos, Khaled Hamed Alyoubi, Alaa O. Khadidos
2024 J jnl
Harnessing Optimal Deep Learning for Consumer Interest Monitoring Through Advanced Face Analysis.
IEEE Trans. Consumer Electron.
Alaa O. Khadidos, Aisha Alsobhi, Adil Omar Khadidos, Mohammed Altwijri, Mahmoud Ragab
2024 J jnl
Hybrid firefly particle swarm optimisation algorithm for feature selection problems.
Expert Syst. J. Knowl. Eng.
Mahmoud Ragab
2024 J jnl
Multi-Label Scene Classification on Remote Sensing Imagery Using Modified Dingo Optimizer With Deep Learning.
IEEE Access
Mahmoud Ragab
2024 J jnl
Optimal deep transfer learning driven computer-aided breast cancer classification using ultrasound images.
Expert Syst. J. Knowl. Eng.
Mahmoud Ragab, Alaa O. Khadidos, Abdulrhman M. Alshareef, Adil Omar Khadidos, Mohammed Altwijri, Nawaf Alhebaishi
2024 J jnl
Predicting Energy Consumption Using Stacked LSTM Snapshot Ensemble.
Big Data Min. Anal.
Mona Ahamd Alghamdi, Abdullah S. Al-Malaise Al-Ghamdi, Mahmoud Ragab
2024 J jnl
Secure Biometric Identification Using Orca Predators Algorithm With Deep Learning: Retinal Iris Image Analysis.
IEEE Access
Louai Maghrabi, Mohammed Altwijri, Sami Saeed Binyamin, Fouad Shoie Alallah, Diaa Hamed, Mahmoud Ragab
2024 J jnl
Synergizing Remora Optimization Algorithm and Transfer Learning for Visual Places Recognition in Intelligent Transportation Systems and Consumer Electronics.
IEEE Trans. Consumer Electron.
Mahmoud Ragab, Felwa Abukhodair, Abdullah Al-Malaise Al-Ghamdi, Sahar Shabanah, Baraa Alfasi, Mohannad Alyamani
2023 J jnl
Archimedes Optimization with Deep Learning Based Aerial Image Classification for Cybersecurity Enabled UAV Networks.
Comput. Syst. Sci. Eng.
Faris A. Kateb, Mahmoud Ragab
2023 J jnl
Binary Hunter-Prey Optimization with Machine Learning - Based Cybersecurity Solution on Internet of Things Environment.
Sensors
Adil Omar Khadidos, Zenah Mahmoud AlKubaisy, Alaa O. Khadidos, Khaled Hamed Alyoubi, Abdulrhman M. Alshareef, Mahmoud Ragab
2023 J jnl
Blockchain with Explainable Artificial Intelligence Driven Intrusion Detection for Clustered IoT Driven Ubiquitous Computing System.
Comput. Syst. Sci. Eng.
Reda Salama, Mahmoud Ragab
2023 J jnl
Colliding Bodies Optimization With Deep Belief Network Based Robust Pedestrian Detection.
IEEE Access
Maha Farouk Sabir, Hadi Oqaibi, Sami Saeed Binyamin, Turki A. Althaqafi, Mahmoud Ragab
2023 J jnl
Deep Learning Based Face Mask Detection in Religious Mass Gathering During COVID-19 Pandemic.
Comput. Syst. Sci. Eng.
Abdullah S. Al-Malaise Al-Ghamdi, Sultanah Mohammed Alshammari, Mahmoud Ragab
2023 J jnl
Entropy Based Feature Fusion Using Deep Learning for Waste Object Detection and Classification Model.
Comput. Syst. Sci. Eng.
Ehab Ashary, Sahar Jambi, Rehab B. Ashari, Mahmoud Ragab
2023 J jnl
Heap Based Optimization with Deep Quantum Neural Network Based Decision Making on Smart Healthcare Applications.
Comput. Syst. Sci. Eng.
Iyad A. Katib, Mahmoud Ragab
2023 J jnl
Improved Deep Learning-Based Vehicle Detection for Urban Applications Using Remote Sensing Imagery.
Remote. Sens.
Mahmoud Ragab, Hesham A. Abdushkour, Adil Omar Khadidos, Abdulrhman M. Alshareef, Khaled Hamed Alyoubi, Alaa O. Khadidos
2023 J jnl
Leveraging mayfly optimization with deep learning for secure remote sensing scene image classification.
Comput. Electr. Eng.
Mahmoud Ragab
2023 J jnl
Modified Dwarf Mongoose Optimization Enabled Energy Aware Clustering Scheme for Cognitive Radio Wireless Sensor Networks.
Comput. Syst. Sci. Eng.
Sami Saeed Binyamin, Mahmoud Ragab
2023 J jnl
Modified Metaheuristics with Weighted Majority Voting Ensemble Deep Learning Model for Intrusion Detection System.
Comput. Syst. Sci. Eng.
Mahmoud Ragab, Sultanah Mohammed Alshammari, Abdullah S. Al-Malaise Al-Ghamdi
2023 J jnl
Oppositional Jellyfish Search Optimizer With Deep Transfer Learning Enabled Secure Content-Based Biomedical Image Retrieval.
IEEE Access
Ehab Ashary, Sahar Jambi, Rehab B. Ashari, Mahmoud Ragab
2023 J jnl
Political Optimizer With Deep Learning Based Diagnosis for Intracranial Hemorrhage Detection.
IEEE Access
Mahmoud Ragab, Reda Salama, Fahd Saleh S. Alotaibi, Hesham A. Abdushkour, Ibrahim R. Alzahrani
2023 J jnl
Quantum Cat Swarm Optimization Based Clustering with Intrusion Detection Technique for Future Internet of Things Environment.
Comput. Syst. Sci. Eng.
Mohammed Basheri, Mahmoud Ragab
2023 J jnl
Security paradigm for remote health monitoring edge devices in internet of things.
J. King Saud Univ. Comput. Inf. Sci.
Divya Gupta, Shalli Rani, Saleem Raza, Nawab Muhammad Faseeh Qureshi, Romany Fouad Mansour, Mahmoud Ragab
2023 J jnl
Self-Upgraded Cat Mouse Optimizer With Machine Learning Driven Lung Cancer Classification on Computed Tomography Imaging.
IEEE Access
Mahmoud Ragab, Iyad A. Katib, Sanaa Abdullah Sharaf, Fatmah Yousef Assiri, Diaa Hamed, Abdullah Al-Malaise Al-Ghamdi
2023 J jnl
Stacked Gated Recurrent Unit Classifier with CT Images for Liver Cancer Classification.
Comput. Syst. Sci. Eng.
Mahmoud Ragab, Jaber Alyami
2022 J jnl
Computer aided diagnosis of diabetic retinopathy grading using spiking neural network.
Comput. Electr. Eng.
Mahmoud Ragab, Wajdi H. Aljedaibi, Alaa F. Nahhas, Ibrahim R. Alzahrani
2022 J jnl
The Effect of Utilizing Business Model Canvas on the Satisfaction of Operating Electronic Business.
Complex.
Bahjat Fakieh, Abdullah Al-Malaise Al-Ghamdi, Mahmoud Ragab
2022 J jnl
Towards Improving Predictive Statistical Learning Model Accuracy by Enhancing Learning Technique.
Comput. Syst. Sci. Eng.
Ali Algarni, Mahmoud Ragab, Wardah Alamri, Samih Mohemmed Mostafa
2021 J jnl
A Thermoelastic Piezoelectric Fixed Rod Exposed to an Axial Moving Heat Source via a Dual-Phase-Lag Model.
Complex.
Mahmoud Ragab, Sayed M. Abo-Dahab, Ahmed E. Abouelregal, Araby Atef Kilany
2021 J jnl
Statistical Analysis of Joint Type-I Generalized Hybrid Censoring Data from Burr XII Lifetime Distributions.
Complex.
Mahmoud Ragab, Aisha Fayomi, Ali Algarni, Gamal Amin Abd-Elmougod, Neveen Sayed-Ahmed, Sayed M. Abo-Dahab, Sayed Abdel-Khalek
2011 — —
Partial quicksort and weighted branching processes.
Mahmoud Ragab
edge-cases.md
← Index edge-cases.md markdown 
# Edge Cases Samples
This is a list of samples that represent some edge cases where the extractors fail (completely or in part) to parse information we know to be there

**Sample:**

**VT:**

**Description:**

**Other:**


## PE Samples
### DotNET
**Sample:** `"/Users/p4c0/_samples/test-unzipped/98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7"`

**VT:** https://www.virustotal.com/gui/file/98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7/details

**Description:**
It is recognized as dotnet but it fails to extract any information, returning an empty dictionary:
```
{
    "sha256": "98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7",
    "md5": "a32eca5321baaf3d9b62ed129458a814",
    "sha1": "4524e99a3849c815a48579fb916e53cded739f46",
    "dotnet": {
        "Event" : [],
        "ExternalUnmanagedMethods" : [],
        "ExternalUnmanagedModules" : [],
        "ManifestResource" : [],
        "Resources" : []
    },
    "analysis_date": "2025-01-22 13:16:20.897"
}
```

with the following errors:
```
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Format error dotnet file 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 Full error : 'CLR header of file is most likely corrupt.'
98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting metadata tables for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'existent_metadata_tables'
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error extracting GUID for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'guid_stream_guids'
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting CLR version for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'get_runtime_target_version'
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting module info for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'metadata_table_exists'
2025-01-22 14:16:20,896 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting basic properties for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'info'
2025-01-22 14:16:20,897 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting assembly flags for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'clr_header'
2025-01-22 14:16:20,897 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting more metadata/info clr header for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'get_number_of_streams'
2025-01-22 14:16:20,897 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting streams for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'get_stream_names'
2025-01-22 14:16:20,897 - 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7 - ERROR - Error getting resources for 98eca73a0e33a41a72ac55c4bd0a75e5c83fdc3de382d031346045105cdf10e7: 'NoneType' object has no attribute 'has_resources'
```
**Other:**