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Md. Alamgir Hossain

alamgir.cse@sub.edu.bd

Lecturer

MSc in ICT (Ongoing), IICT, BUET; BSc in CSE, JUST

Md. Alamgir Hossain works as a Lecturer in the Department of Computer Science and Engineering at the State University of Bangladesh Bangladesh. His MSc in Information and Communication Technology (ICT) at the Institute of Information and Communication Technology (IICT), Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh is ongoing. He earned his BSc in Computer Science and Engineering (CSE) from Jashore University of Science and Technology (JUST), Jashore, Bangladesh. He has published numerous research papers in international peer-reviewed journals and has presented many papers at various international conferences. He regularly writes for different newspapers and magazines. Additionally, he serves as a reviewer for several prestigious journals, including those from Wiley, Elsevier, Springer, and Taylor & Francis publishers. His research interests are centered on cybersecurity, machine learning, deep learning, federated learning, network security, cloud computing, etc. Google Scholar: https://scholar.google.com/citations?user=P-_d2XsAAAAJ&hl=en ; Blog: https://alamgirhossainjust.blogspot.com/

Journal Articles:

  1. Md. Alamgir Hossain and Md. Saisul Islam, “Enhanced detection of obfuscated malware in memory dumps: a machine learning approach for advanced cybersecurity,” Cybersecurity (Scopus Indexed; Springer Nature), vol. 7, no. 1, pp. 1-23, Jan. 2024, doi: https://doi.org/10.1186/s42400-024-00205-z.
  2. Md. Alamgir Hossain and Md. Saisul Islam, “A novel hybrid feature selection and ensemble-based machine learning approach for botnet detection,” Scientific Reports (Scopus Indexed; Springer Nature), vol. 13, no. 1, Dec. 2023, doi: https://doi.org/10.1038/s41598-023-48230-1.
  3. Md. Alamgir Hossain and Md. Saisul Islam, “Ensuring network security with a robust intrusion detection system using ensemble-based machine learning,” Array (Scopus Indexed; Elsevier), p. 100306, Jul. 2023, doi: https://doi.org/10.1016/j.array.2023.100306.
  4. 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; Springer Nature), Mar. 2024, doi: https://doi.org/10.1007/s13198-024-02294-y.
  5. Md. 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; Editorial Salud, Ciencia y Tecnología), vol. 3, p. 425, Jul. 2024, doi: https://doi.org/10.56294/dm2024425.
  6. Md. Alimul 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; IGI Global), vol. 19, no. 1, pp. 1–27, Mar. 2024, doi: http://doi.org/10.4018/IJBDCN.339889.
  7. Md. Alamgir Hossain and Md. Saiful Islam, “Enhancing DDoS attack detection with hybrid feature selection and ensemble-based classifier: A promising solution for robust cybersecurity,” Measurement: Sensors (Scopus Indexed; Elsevier), vol. 32, pp. 1-12, Apr. 2024, doi: https://doi.org/10.1016/j.measen.2024.101037.
  8. M. Alamgir Hossain and Md. Abdullah Al Hasan, “Improving cloud data security through hybrid verification technique based on biometrics and encryption system,” International Journal of Computers and Applications (Scopus Indexed; Taylor & Francis), vol. 44, no. 5, pp. 455–464, May 2022, doi: https://doi.org/10.1080/1206212X.2020.1809177.
  9. M. Alamgir Hossain, Jannatul Ferdush, and M. Khatun, “A study and implementation of large-scale log-determinant computation to cloud,” International Journal of Computers and Applications (Scopus Indexed; Taylor & Francis), vol. 43, no. 10, pp. 1020–1028, Nov. 2021, doi: https://doi.org/10.1080/1206212X.2019.1648632.

Conference Articles:

  1. M.s 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: https://doi.org/10.1109/ICEEICT62016.2024.10534483.
  2. Md. Mominur Rahman, Md. Alamgir Hossain et al., “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: https://doi.org/10.1109/ICEEICT62016.2024.10534404.
  3. Md. Alamgir Hossain and Md. Saiful 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: https://doi.org/10.1109/ICTP60248.2023.10490528.
  4. Md. Alamgir Hossain and Md. Saiful 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 & Technological Research (ICIESTR-2024), Muscat, Oman: IEEE, May. 2024, pp. 1–6. (Presented and Accepted for Publication).
  5. Sadman Saif, Md. Alamgir Hossain and Md. Saiful Islam, “IoT Security Fortification: Enhancing Cyber Threat Detection through Feature Selection and Advanced Machine Learning,” in 2024 1st International Conference on Innovative Engineering Sciences & Technological Research (ICIESTR-2024), Muscat, Oman: IEEE, May. 2024, pp. 1–6. (Presented and Accepted for Publication).

Book Chapter:

  1. Md. Alamgir Hossain, “Cyber Bullying Tendency among Young Generation during COVID-19 Pandemic,” in World in Different Perspectives: Rebuilding Lessons after a Crisis, Philippines: Industry and Academic Research Incorporated (IIARI), 2021, pp. 100–110. doi: https://doi.org/10.53378/10.21.001.
  2. Md. Alamgir Hossain, “Days Of Covid-19 Are The Reflection Of Distress And Emotiondays Of Covid-19 Are The Reflection Of Distress And Emotion,” in The Gripping Story of Pandemic 2020 by PhDians, 2020, pp. 178–194. doi: https://doi.org/10.26524/royal.41.16.
  3. Md. Alamgir Hossain, “Ways to enhance Economic Cooperation between Nepal and Bangladesh”, in From Himalayas to Bay of Bengal: Chronicles of Nepal-Bangladesh Friendship by Bangladesh-Nepal Friendship Society, 2024, pp. 75-80.

News

*** Admission going on for Spring 2025 *** LLB Admission Form Fill-up Last Date 30th, October 2024 *** LLB Admission Test Date 2nd, November 2024 *** Congratulations! to all the newly enrolled advocates from the State University of Bangladesh ***
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