Skill Morph Research Lab

(Transforming Intelligent Ideas into High-Impact Research. )

At Skill Morph Research Lab, we foster an ecosystem where deep curiosity meets rigorous experimentation, driving groundbreaking discoveries in AI, Machine Learning, Data Science, and Computational Research.

Our mission is clear: to produce high-impact research papers that advance science and technology, and to publish them in the world’s leading journals. We believe in pushing the boundaries of knowledge through collaborative exploration, robust methodologies, and ethical innovation.

Together, we aim to shape the global research landscape.

Ongoing Courses

 Journal Articles:

1. W. I and Md. Alamgir Hossain, et al., “CST-AFNet: A dual attention-based deep learning framework for intrusion detection in IoT networks,” Array (Scopus Indexed (Q1)), vol. 27, Aug. 2025, doi: 10.1016/j.array.2025.100501.

2. Md. Alamgir Hossain, “Deep Learning-Based Intrusion Detection for IoT Networks: A Scalable and Efficient Approach,” EURASIP Journal on Information Security (Scopus Indexed (Q2)), pp. 1-17, Sep. 2025, doi: 10.1186/s13635-025-00202-w.

3.  Md. Alamgir Hossain, et al., “A novel federated learning approach for IoT botnet intrusion detection using SHAP-based knowledge distillation,” Complex & Intelligent Systems (Scopus Indexed (Q1)), vol. 27, Aug. 2025, doi: 10.1007/s40747-025-02001-9.

4. M. N. A. Sheikh and Md. Alamgir Hossain, et al., “SDN-Enabled IoT Based Transport Layer DDoS Attacks Detection Using RNNs,” Computers, Materials & Continua (Tech Science Press) (Scopus Indexed (Q2)), Sep. 2025, doi: 10.32604/cmc.2025.065850.

5. Md. Alamgir Hossain, and Md. Samiul Islam, “Towards Decentralized Cybersecurity: A Novel Privacy-Preserving Federated Learning Approach for Botnet Attack Detection,” Blockchain: Research and Applications (Scopus Indexed (Q1)), Aug. 2025, doi: 10.1016/j.bcra.2025.100355.

6. Md. Alamgir Hossain, “FED-GEM-CN: A federated dual-CNN architecture with contrastive cross-attention for maritime radar intrusion detection,” Array (Scopus Indexed (Q1)), vol. 27, p. 100456, Sep. 2025, doi: 10.1016/j.array.2025.100456.

7. Md. Alamgir Hossain, et al., “Toward Secure Marine Navigation: A Deep Learning Framework for Radar Network Attack Detection, in Maritime Cybersecurity,” Signals and Communication Technology (Scopus Indexed (Q4)), Jun. 2025, pp. 195–215, doi: 10.1007/978-3-031-87290-7_11.

8. Md. Alamgir Hossain, “Deep Q-Learning Intrusion Detection System (DQ-IDS): A Novel Reinforcement Learning Approach for Adaptive and Self-Learning Cybersecurity,” ICT Express (Scopus Indexed (Q1)), Jun. 2025, doi: 10.1016/j.icte.2025.05.007.

9.  Md. Alamgir Hossain, M. D. Hossain, R. Choupani, and E. Doǧdu, “MRS-PFIDS: federated learning driven detection of network intrusions in maritime radar systems,” International Journal of Information Security (Scopus Indexed (Q2)), vol. 24, no. 2, pp. 1-19, Apr. 2025, doi: 10.1007/s10207-025-01008-0.

10.  Md. Alamgir Hossain and M. S. Islam, “A novel feature selection-driven ensemble learning approach for accurate botnet attack detection,” Alexandria Engineering Journal (Scopus Indexed (Q1)), vol. 118, pp. 261–277, Apr. 2025, doi: 10.1016/j.aej.2025.01.042.

11.  Md. Alamgir Hossain et al., “A Novel Ensemble Learning Approach for Enhanced IoT Attack Detection: Redefining Security Paradigms in Connected Systems,” Human-centric Computing and Information Sciences (HCIS) (Scopus Indexed (Q2)), Accepted for Publication.

12. Al-Nabhan, N.; Alshammari, R.K.; Alsunaidi, S.J.; Alanazi, S.; Alduhaim, M.; AlAloula, N.; Islam, M.S.; Al Islam, A.B.M.A. Intelligent Crowd Management Using a Virtual Coordinate System. Electronics (Scopus Indexed (Q2)), 2025, 14, 2441. https://doi.org/10.3390/electronics14122441

13.  Md. Alamgir Hossain et al., “Deep learning and ensemble methods for anomaly detection in ICS security,” International Journal of Information Technology (Scopus Indexed (Q2)), vol. 16, no. 8, pp. 1-15, Dec. 2024, doi: 10.1007/s41870-024-02299-7.

14. Md. Naim Islam, Md. Shafiul Azam, Md. Samiul Islam, Muntasir Hasan Kanchan, A.H.M. Shahariar Parvez, Md. Monirul Islam, "An improved deep learning-based hybrid model with ensemble techniques for brain tumor detection from MRI image," Informatics in Medicine Unlocked (Scopus Indexed (Q2)), Volume 47,2024, https://doi.org/10.1016/j.imu.2024.101483.

15.  M. S. Hossain, Md. Alamgir Hossain, and Md. S. Islam, “I-MPaFS: enhancing EDoS attack detection in cloud computing through a data-driven approach,” Journal of Cloud Computing (Scopus Indexed (Q1)), vol. 13, no. 1, p. 151, Oct. 2024, doi: 10.1186/s13677-024-00699-5.

16.  Md. Alamgir Hossain, T. Hasan, F. Ahmed, S. H. Cheragee, M. H. Kanchan, and M. A. Haque, “Towards Superior Android Ransomware Detection: An Ensemble Machine Learning Perspective,” Cyber Security and Applications (Scopus Indexed (Q1)), p. 100076, Oct. 2024, doi: 10.1016/j.csa.2024.100076.

17.  M. A. Haque and Md. Alamgir Hossain et al., “Internet of things enabled E-learning system for academic achievement among university students,” E-Learning and Digital Media (Scopus Indexed (Q1)), Sep. 2024, doi: 10.1177/20427530241280078.

18.  Md. Alamgir Hossain et al., “AI-enabled approach for enhancing obfuscated malware detection: a hybrid ensemble learning with combined feature selection techniques,” International Journal of Systems Assurance Engineering and Management (Scopus Indexed (Q2)), Mar. 2024, doi: 10.1007/s13198-024-02294-y.

19.  Md. Alamgir Hossain and M. S. Islam, “Enhancing DDoS attack detection with hybrid feature selection and ensemble-based classifier: A promising solution for robust cybersecurity,” Measurement: Sensors (Scopus Indexed (Q2)), vol. 32, pp. 1-12, Apr. 2024, doi: 10.1016/j.measen.2024.101037.

20.   M. Alimul Haque and Md. Alamgir Hossain et al., “Implication of Different Data Split Ratios on the Performance of Models in Price Prediction of Used Vehicles Using Regression Analysis,” Data and Metadata (Scopus Indexed (Q3)), vol. 3, p. 425, Jul. 2024, doi: 10.56294/dm2024425.

21.  Md. A. Haque and Md. Alamgir Hossain et al., “6G Wireless Communication Networks: Challenges and Potential Solution,” International Journal of Business Data Communications and Networking (Scopus Indexed (Q2), vol. 19, no. 1, pp. 1–27, Mar. 2024, doi: 10.4018/IJBDCN.339889.

22.  Md. Alamgir Hossain and M. S. Islam, “Enhanced detection of obfuscated malware in memory dumps: a machine learning approach for advanced cybersecurity,” Cybersecurity (Scopus Indexed (Q1)), vol. 7, no. 1, pp. 1-23, Jan. 2024, doi: 10.1186/s42400-024-00205-z.

23.   Md. Alamgir Hossain and M. S. Islam, “A novel hybrid feature selection and ensemble-based machine learning approach for botnet detection,” Scientific Reports (Scopus Indexed (Q1)), vol. 13, no. 1, Dec. 2023, doi: 10.1038/s41598-023-48230-1.

24.  Md. Alamgir Hossain and M. S. Islam, “Ensuring network security with a robust intrusion detection system using ensemble-based machine learning,” Array (Scopus Indexed (Q1)), p. 100306, Jul. 2023, doi: 10.1016/j.array.2023.100306.

25.  Md. Alamgir Hossain and Md. A. Al Hasan, “Improving cloud data security through hybrid verification technique based on biometrics and encryption system,” International Journal of Computers and Applications (Scopus Indexed (Q2)), vol. 44, no. 5, pp. 455–464, May 2022, doi: 10.1080/1206212X.2020.1809177.

26.  Md. Alamgir Hossain, J. Ferdush, and M. Khatun, “A study and implementation of large-scale log-determinant computation to cloud,” International Journal of Computers and Applications (Scopus Indexed (Q2)), vol. 43, no. 10, pp. 1020–1028, Nov. 2021, doi: 10.1080/1206212X.2019.1648632.

Conference Articles:

 [1] Md. Alamgir Hossain et al., “Enhancing Marine Radar Security through Semi-Supervised Learning: A Self-Training   Approach,” in 2024 2nd International Conference on Information and Communication Technology (ICICT), Dhaka, Bangladesh: IEEE, October. 2024, pp. 1–6. doi: 10.1109/ICICT64387.2024.10839737.

[2] Md. Alamgir Hossain, S. Saif, and Md. S. Islam, “Interpretable Machine Learning for IoT Security: Feature Selection and Explainability in Botnet Intrusion Detection using Extra Trees Classifier,” in 2024 1st International Conference on Innovative Engineering Sciences and Technological Research (ICIESTR), Muscat, Oman: IEEE, May 2024, pp. 1–6. doi: 10.1109/ICIESTR60916.2024.10798158.  

[3]  S. Saif, Md. Alamgir Hossain, and Md. S. Islam, “IoT Security Fortification: Enhancing Cyber Threat Detection through Feature Selection and Advanced Machine Learning,” in 2024 1st International Conference on Innovative Engineering Sciences and Technological Research (ICIESTR), Muscat, Oman: IEEE, May 2024, pp. 1–6. doi: 10.1109/ICIESTR60916.2024.10798181.

[4] I. Ahammad and Md. Alamgir Hossain et al., “Parkinson’s Disease Detection using ML in the Context of Overfitting Issue”, in 2024 IEEE International Conference on Biomedical Engineering, Computer and Information Technology for Health (BECITHCON), Dhaka, Bangladesh: IEEE, November 2024, pp. 1–5. doi: 10.1109/BECITHCON64160.2024.10962721.

[5] M. Bithi, Md. Alamgir Hossain et al., “Enhanced DDoS Detection in Software Defined Networking Using Ensemble-Based Machine Learning,” in 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), Dhaka, Bangladesh: IEEE, May 2024, pp. 1032–1037. doi: 10.1109/ICEEICT62016.2024.10534483.

[6] Md. Alamgir Hossain and M. S. Islam, “An Ensemble-based Machine Learning Approach for Botnet-Based DDoS Attack Detection,” in 2023 IEEE International Conference on Telecommunications and Photonics (ICTP), Dhaka, Bangladesh: IEEE, Dec. 2023, pp. 1–5. doi: 10.1109/ICTP60248.2023.10490528.

[7] M. M. Rahman, Md. Alamgir Hossain, and Others, “EmotionNet: Pioneering Deep Learning Fusion for Real-Time Speech Emotion Recognition with Convolutional Neural Networks,” in 2024 6th International Conference on Electrical Engineering and Information & Communication Technology (ICEEICT), Dhaka, Bangladesh: IEEE, May 2024, pp. 592–597. doi: 10.1109/ICEEICT62016.2024.10534404

Latest Nest

1.  Md. Alamgir Hossain, “সংবেদনের সীমানা ছুঁয়ে: বাংলাদেশের বাস্তবতায় মেশিন লার্নিং”, Link: https://alamgirhossainjust.blogspot.com/2025/07/blog-post.html.

2.  Md. Alamgir Hossain, “এক বৈপ্লবিক সভ্যতার পথে”, https://alamgirhossainjust.blogspot.com/2025/06/blog-post.html.