عقيل ساهي

نبذة

حاصل على شهادة الدكتوراه من جامعة جنوب كوينزلاند (University of Southern Queensland) في أستراليا، وتناولت أطروحته تأمين الحوسبة السحابية باستخدام التشفير وتصنيف حركة البيانات في الشبكة. يعمل تدريسياً في كلية الهندسة بجامعة الشطرة. تتركز أبحاثه في أمن المعلومات والشبكات وأمن الحوسبة السحابية وحماية الخصوصية في أنظمة الصحة الإلكترونية، إضافة إلى تطبيقات تعلم الآلة والتعلم العميق في كشف هجمات حجب الخدمة (DDoS) والأخبار المزيفة، وتحليل إشارات الدماغ (EEG) والتعرف على النشاط البشري. نشر بحوثاً في مجلات ومؤتمرات دولية محكّمة، منها IEEE Access وExpert Systems with Applications.

البحوث والمنشورات (28)

1. 1. Dynamic ensemble learning model for Human Activity Recognition using wearable sensors — 2026
2. 2. QKD-Assisted Secure Transport Framework for Federated Healthcare Systems: A Software Prototype and Baseline Evaluation — 2026
3. 3. Dynamic Power Allocation for Energy-Efficient 5G Networks Using Load Prediction with RF and SARIMA — 2026
4. 4. ECT-DLM: Deep Learning-Based Empirical Curvelet Transform Approach for Thoracic Disease Diagnosis from X-RAY Images — 2026
5. 5. SGDM-GRU: Spectral graph deep learning based Gated Recurrent Unit model for accurate fake news detection — 2025
6. 6. EEG based over-complete rational dilation wavelet transform coupled with autoregressive for motor imagery classification — 2025
7. 7. Secured Multi-Objective Optimisation-Based Protocol for Reliable Data Transmission in Underwater Wireless Sensor Networks — 2025
8. 8. Enhanced Polycystic Ovary Syndrome diagnosis model leveraging a K-means based genetic algorithm and ensemble approach — 2025
9. 9. Unmasking Fake News: A Naïve Bayes Classifier Approach to Combat Misinformation — 2025
10. 10. Robust Approach for Human Activity Recognition Using Decomposing Technique Based Machine Learning Models — 2025
11. 11. Deep Temporal Graph Learning for Cascade Popularity Prediction in Social Networks — 2025
12. 12. An Enhanced Data Collection System for Social Enterprises: Securing Impact with Machine Learning and Cryptography — 2025
13. 13. The Influence Maximization in Complex Networks: Significant Trends, Leading Contributors, and Prospective Directions — 2025
14. 14. ECT-DLM: Deep Learning-Based Empirical Curvelet Transform Approach for Thoracic Disease Diagnosis from X-RAY Images — 2025
15. 15. Silent Slowdown: Unmasking Myxedema Coma in an Elderly Patient — 2025
16. 16. Physical Human Activity Recognition Based on Spectral Graph Wavelet Transforms Integrated with Machine Learning Model — 2024
17. 17. Layered Model Stacking: Enhancing DDoS Detection Through Advanced Ensemble Machine Learning Techniques — 2024
18. 18. Robust Approach for Human Activity Recognition Using Decomposing Technique Based Machine Learning Models — 2024
19. 19. A Review of the State of the Art in Privacy and Security in the eHealth Cloud — 2021
20. 20. An Efficient Hash Based Parallel Block Cipher Mode of Operation — 2018
21. 21. Three-party password-based authenticated key exchange protocol based on the computational Diffie-Hellman assumption — 2018
22. 22. Securing clouds using cryptography and traffic classification (PhD thesis, University of Southern Queensland) — 2018
23. 23. An Efficient DDoS TCP Flood Attack Detection and Prevention System in a Cloud Environment — 2017
24. 24. An Energy Efficient TCP DoS Attacks Mitigation Method in Cloud Computing — 2017
25. 25. Security and privacy preserving approaches in the eHealth clouds with disaster recovery plan — 2016
26. 26. Preventing man-in-the-middle attack in Diffie-Hellman key exchange protocol — 2015
27. 27. Parallel encryption mode for probabilistic scheme to secure data in the cloud — 2015
28. 28. Preventing MS SQL Injection in Web Application (Master's thesis, Universiti Utara Malaysia) — 2010