Md. Alamgir Hossain
Md. Alamgir Hossain
Education
Masters of Science (MSc) in Information and Communication Technology (ICT), Institute of Information and Communication Technology (IICT), Bangladesh University of Engineering Technology.
Bachelor of Science (BSc) in Computer Science and Engineering (CSE), Jashore University of Science and Technology (JUST).
Higher Secondary School Certificate (HSC), BAF Shaheen College, Tejgaon, Dhaka.
Secondary School Certificate (SSC), Kanutia Abdul Ala High School, Mohammadpur, Magura.
Work Experience (5.0+ Years)
Position: Lecturer; Time Period: 01 August 2024 to Present.
Institution: Dept. of CSE, State University of Bangladesh (SUB), Dhaka, Bangladesh
Position: Lecturer/Senior Lecturer; Time Period: 20 October 2019 to 31 July 2024.
Institution: Dept. of CSE, Prime University, 114/116 Mazar Road, Mirpur-1, Dhaka 1216, Bangladesh
Activities:
Program Coordinator,
Thesis/Project Coordinator,
Member of Equivalence Committee,
Convener of Prime University Computer Programming Club (PUCPC),
Convener of Research and Publishing Wing, Dept. of CSE,
Experienced in conducting classes both offline and online.
Summary of Skills
Impeccable analytical, organizational, and technical skills
Demonstrated impressive verbal and written communication skills
Outstanding abilities in teaching a variety of computer science courses
Experience in software development and handling IT-based research/projects
Cooperative, innovative, and adept at solving mathematical problems in programming
Proficient in organizing various events
List of Journal Articles
[1] Mohammad Nowsin Amin Sheikh, Muhammad Saibtain Raza, I-Shyan Hwang, Md. Alamgir Hossain, Ihsan Ullah, Tahmid Hasan, Mohammad Syuhaimi Ab-Rahman, “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.
[2] 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)), Aug. 2025, doi:10.1016/j.array.2025.100501.
[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)), Aug. 2025, doi: 10.1007/s40747-025-02001-9.
[4] 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.
[5] Md. Alamgir Hossain, “FED-GEM-CN: A federated dual-CNN architecture with contrastive cross-attention for maritime radar intrusion detection,” Array, vol. 27, p. 100456, Sep. 2025, doi: 10.1016/j.array.2025.100456.
[6] 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)), pp. 1-6, Jun. 2025, doi: 10.1016/j.icte.2025.05.007.
[7] 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, vol. 24, no. 2, pp. 1-19, Apr. 2025, doi: 10.1007/s10207-025-01008-0.
[8] Md. Alamgir Hossain and M. S. Islam, “A novel feature selection-driven ensemble learning approach for accurate botnet attack detection,” Alexandria Engineering Journal, vol. 118, pp. 261–277, Apr. 2025, doi: 10.1016/j.aej.2025.01.042.
[9] Md. Alamgir Hossain et al., “Deep learning and ensemble methods for anomaly detection in ICS security,” International Journal of Information Technology, vol. 16, no. 8, pp. 1-15, Dec. 2024, doi: 10.1007/s41870-024-02299-7.
[10] M. S. Hossain, M. A. Hossain, and Md. S. Islam, “I-MPaFS: enhancing EDoS attack detection in cloud computing through a data-driven approach,” J Cloud Comp, vol. 13, no. 1, p. 151, Oct. 2024, doi: 10.1186/s13677-024-00699-5.
[11] 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, p. 100076, Oct. 2024, doi: 10.1016/j.csa.2024.100076.
[12] 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, p. 20427530241280080, Sep. 2024, doi: 10.1177/20427530241280078.
[13] 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, Jul. 2024, doi: 10.56294/dm2024425.
[14] 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 System Assurance Engineering and Management, Mar. 2024, doi: 10.1007/s13198-024-02294-y.
[15] Md. Alamgir Hossain et al., “6G Wireless Communication Networks: Challenges and Potential Solution,” International Journal of Business Data Communications and Networking, vol. 19, no. 1, pp. 1–27, Mar. 2024, doi: 10.4018/IJBDCN.339889.
[16] 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, vol. 32, p. 101037, Apr. 2024, doi: 10.1016/j.measen.2024.101037.
[17] Md. Alamgir Hossain and M. S. Islam, “Enhanced detection of obfuscated malware in memory dumps: a machine learning approach for advanced cybersecurity,” Cybersecurity, vol. 7, no. 1, Jan. 2024 doi: 10.1186/s42400-024-00205-z.
[18] Md. Alamgir Hossain and M. S. Islam, “A Novel Hybrid Feature Selection and Ensemble-Based Machine Learning Approach for Botnet Detection,” Scientific Reports, vol. 13, pp. 1-28, Nov. 2023, doi: 10.1038/s41598-023-48230-1.
[19] Md. Alamgir Hossain, “Enhanced Ensemble-Based Distributed Denial-of-Service (DDoS) Attack Detection with Novel Feature Selection: A Robust Cybersecurity Approach,” Artificial Intelligence Evolution, vol. 4, no. 2, pp. 165–186, Aug. 2023, doi: 10.37256/aie.4220233337.
[20] Md. Alamgir Hossain and M. S. Islam, “Ensuring network security with a robust intrusion detection system using ensemble-based machine learning,” Array, p. 100306, Jul. 2023, doi: 10.1016/j.array.2023.100306.
[21] Md. Alamgir Hossain, I. Ahammad, Md. K. Ahmed, and M. I. Ahmed, “Prediction of the Computer Science Department’s Educational Performance through Machine Learning Model by Analyzing Students’ Academic Statements,” Artificial Intelligence Evolution, vol. 4, no. 1, pp. 70–87, May 2023, doi: 10.37256/aie.4120232569.
[22] 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, vol. 44, no. 5, pp. 455–464, May 2022, doi: 10.1080/1206212X.2020.1809177.
[23] Md. Alamgir Hossain et al., “Predicting the Specialized Areas of Computer Science Students of Bachelor of Science Level Analyzing Academic Statements Using Machine-learning Approaches,” International Journal of Computer Science & Programming languages, vol. 8, no. 2, pp. 30–51, 2022, link: https://computers.journalspub.info/index.php?journal=JCSPL.
[24] Md. Alamgir Hossain and F. Yasmin, “Emergency Online Teaching-Learning Model in the Context of Higher-Level Education due to the COVID-19 Pandemic,” JSHE, vol. 2, no. 4, pp. 327–341, Aug. 2022, doi: 10.35912/jshe.v2i4.1109.
[25] 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, vol. 43, no. 10, pp. 1020–1028, Nov. 2021, doi: 10.1080/1206212X.2019.1648632.
[26] S. Akter, Md. Alamgir Hossain, and Md. M. Rahman Redoy Akanda, “A Noble Security Analysis of Various Distributed Systems,” Int. J. Eng. Scie. and Inform. Technology., vol. 1, no. 2, pp. 62–71, Apr. 2021, doi: 10.52088/ijesty.v1i2.101.
[27] F. Yasmin and Md. Alamgir Hossain, “How do smart devices control and changes the lifestyle habits of human being? A study in the context of Bangladesh,” Journal of Social, Humanity, and Education, vol. 2, no. 1, pp. 85–100, Nov. 2021, doi: 10.35912/jshe.v2i1.832.
[28] M. M. R. R. Akanda and Md. Alamgir Hossain, “Smart-devices in Human Behavior Manipula-tion: Process diagram with exploratory assessment,” Int. J. Eng. Scie. and Inform. Technology., vol. 1, no. 3, pp. 54–58, Jul. 2021, doi: 10.52088/ijesty.v1i3.88.
[29] F. Yasmin and Md. Alamgir Hossain, “We Decided we Would Commit Suicide but we Couldn’t The Most Unique and Functional Decision of the Young Generation during the Pandemic Situation of Covid-19,” JHSS, vol. 12, no. 2, Dec. 2021, doi: 10.46422/jhss.v12i2.171.
[30] Md. Alamgir Hossain and S. Akter, “A REVIEW ON DIFFERENT CLASSIFICATION, FEATURE EXTRACTION AND SEGMENTATION METHODOLOGIES OF LEAF DISEASE DETECTION USING IMAGE PROCESSING APPROACH,” World Academy of Informatics and Management Sciences, vol. 9, no. 4, pp. 9434–9440, Jul. 2020.
[31] Md. Alamgir Hossain, F. Yasmin, O. J. Mondal, and Md. R. Rahman, “Impact of Smart Devices on Family Relationship: An Analysis in the Context of Bangladesh,” Prime University Journal, vol. 15, no. 2, pp. 26–40, 2021. Link: https://www.primeuniversity.edu.bd/file/crhp_details/1699265856.pdf.
List of Conference Papers
[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), 2024, pp. 149-152. doi: 10.1109/BECITHCON64160.2024.10962721
[5] M. Bithi, Md. Alamgir Hossain, and Others, “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.
[8] M. Al Ahsan, and Md. Alamgir Hossain et al., “A Deep Space Flexible Blind Convolutional Neural Network for Super Compressed JPEG Artifacts Removal,” in 2025 IEEE International Conference on Quantum Photonics, Artificial Intelligence, and Networking (QPAIN 2025), Rangpur, Bangladesh: IEEE, Aug. 2025, pp. 1–6. Accepted and Presented for Publication.
List of Book Chapters
[4] Md. Alamgir Hossain, “Ways to enhance Economic Cooperation between Nepal and Bangladesh,” in From Himalayas to Bay of Bengal: Chronicles of Nepal-Bangladesh Friendship, Bangladesh-Nepal Friendship Society, 2024, pp. 75–80.
Conducting Undergraduate Courses/Labs
Machine Learning (Course & Lab)
Structured Computer Programming with C (Course & Lab)
Object-oriented Programming with C++ (Course & Lab)
Database Management System (Course & Lab)
Algorithm Analysis and Design (Course & Lab)
Cryptography and Network Security
Artificial Intelligence (Course & Lab)
Machine Learning (Course & Lab), etc.
Participation in Poster Presentation/Workshops/Seminars
Presented a poster entitled “Enhancing network security by detecting botnets using ensemble-based machine learning classifiers” on IICT Student Poster Competition 2023 at IICT, BUET.
Participated in virtual workshop on “Thinking about Thinking” by Eduko Pathways Bangladesh and Sunway University, Malaysia.
Participated in virtual workshop on “Fundamentals of Writing Research Articles for Top Journals” by ELSEVIER and BUET.
Participated in virtual workshop on “Introduction to Professional Communications: G-Suite and other important E-platforms” by Univ Bangladesh.
Participated in virtual workshop on “Raise awareness about the United Nations Sustainable Development Goal #13: Climate Action and encourage youth to take action for the climate” by Movers Programme.
Participated in virtual workshop on “Role of Cybersecurity for National Security and Economic Prosperity” by U.S. Embassy Dhaka.
Participated in online Seminar on “Cyber Resilience” arranged by IICT, BUET.
Participated in online Seminar on “Be Cyber Smart: Secure Your Digital Lives and Your Digital Devices” arranged by U.S. Embassy Dhaka.
And many more.
Articles in English Newspapers
“Engineering education beckons better future”, Daily Observer, 7th December 2024, Link: https://www.observerbd.com/news/502013
“From Labs to Leadership – Engineering a Better Future”, The Business Mirror, 6th December 2024, Link: https://bmirror.net/from-labs-to-leadership-engineering-a-better-future/
“Digital Guardians: Securing Social Media”, The Muslim Times, Volume 21, Issue 46, 23 March 2024, Link: https://themuslimtimes-bd.com/epaper-themuslimtimes-bd/index.php?id=23-3-2024-4&fbclid=IwAR21ULud5f3v-4Egwhchjvwg81P_as1HY7yzEkMMUook_eun8Q0gjOr5b3Y
“The Dark Side of Social Media: Combating the Effects of Digital Addiction”, The Daily Messenger, 11 February 2024, Link: https://www.dailymessenger.net/opinions/news/6414?fbclid=IwAR1dirlAxl6hHAGKTCRtVDJO05G7-Qt04LZXLMI0CNzypesMEUCifghX0Ho
“Cultural imperialism: a cold war between developed and developing country”, Daily Asian Age, Editorial, 22 June, 2022, Link: https://dailyasianage.com/news/287264/cultural-imperialism-a-cold-war-between-developed-and-developing-country
“Combating the effects of digital addiction”, The Daily Messenger, 16 July 2023, https://www.dailymessenger.net/opinions/news/6414
“Impact of Technology and the Future World”, The Asian Age, Editorial, 31 January 2023, https://dailyasianage.com/news/301029/impact-of-technology-and-the-future-world
“Be perfect from the beginning of University Life”, The Muslim Times, Op_Editorial, 28 December, 2022, https://alamgirhossainjust.blogspot.com/2024/01/be-perfect-from-beginning-of-university.html
“The first day at the university after the outbreak of the Covid-19 pandemic”, The Muslim Times, 7 October, 2021, https://alamgirhossainjust.blogspot.com/2024/01/the-first-day-at-university-after.html
“Teaching: Respected and Dignified Profession”, The Muslim Times, 5 October, 2021, https://alamgirhossainjust.blogspot.com/2024/01/teaching-respected-and-dignified.html
“Alluring and attractive offers are the traps of phishing”, The Asian Age, Editorial, 20 September 2022, https://dailyasianage.com/news/293749/alluring-and-attractive-offers-are-the-traps-of-phishing
“The digital renaissance: Transforming teaching in the tech age”, The Daily Messenger, 12 January, 2024, https://alamgirhossainjust.blogspot.com/2024/01/the-digital-renaissance-transforming.html
“Stay away from social engineering in cyber world”, The Daily Sun, Opinion, 16 April, 2022, https://www.daily-sun.com/printversion/details/615993/Stay-away-from-social-engineering-in-cyber-world
“Focus more on research for national development”, The Daily Sun, 15 January, 2023, https://www.daily-sun.com/printversion/details/668174
“Have been waiting for a long lockdown to take class physically”, The Muslim Times, 23 October 2021
“Have been waiting for a long lockdown to take class physically”, The Daily World, 21 October 2021, Link: http://www.thedailyworldreportbd.com/details.php?id=17978
Articles in Bangla Newspapers
তথ্য যখন ভয়ংকর, দৈনিক ইত্তেফাক, মতামত, ২৩ জানুয়ারী, ২০২৫, https://epaper.ittefaq.com.bd/edition/1818/2nd-edition/page/9
কেমন হতে পারে বিশ্ববিদ্যালয় জীবন, মানবকণ্ঠ, সম্পাদকীয়, ২২ ডিসেম্বর ২০২২, https://alamgirhossainjust.blogspot.com/2024/01/blog-post_77.html
ইন্টারনেটে ফিশিংয়ের ফাঁদ, দৈনিক জনকন্ঠ, https://alamgirhossainjust.blogspot.com/2024/01/blog-post_42.html
জীবনের চূড়ান্ত লক্ষ্য, দেশ রূপান্তর, ১২ মে, ২০২২, https://alamgirhossainjust.blogspot.com/2024/01/blog-post_68.html
সোশ্যাল ইন্জিনিয়ারিং থেকে বাঁচুন, নিজেকে সুরক্ষিত রাখুন, দৈনিক জনকণ্ঠ, সম্পাদক সমীপে, ২৩ এপ্রিল ২০২২, https://epaper.dailyjanakantha.com/?d=2022-4-23&p=4
সুন্দর ভবিষ্যতের প্রত্যয়ে র্যাগিং হোক অন্যতম মাধ্যম, বণিক বার্তা, ২৫ মার্চ ২০২২, https://alamgirhossainjust.blogspot.com/2024/01/blog-post_3.html
সোশ্যাল মিডিয়ার অতিরিক্ত ব্যবহার, দৈনিক জনকণ্ঠ, ১৫ মার্চ ২০২২, https://alamgirhossainjust.blogspot.com/2024/01/blog-post_96.html
প্রতিমুহূর্তে মৃত্যুর স্মরণ, দেশ রূপান্তর, ১ ফেব্রুয়ারি ২০২২, https://alamgirhossainjust.blogspot.com/2024/01/blog-post_43.html
আকর্ষণীয় হতে হবে শিক্ষা কার্যক্রম, দৈনিক ইত্তেফাক, ৩০ জানুয়ারি ২০২২, https://alamgirhossainjust.blogspot.com/2024/01/blog-post_34.html
নতুনভাবে ডায়েরিতে যুক্ত করে নিন হাত ধোয়া বিষয়টি, দৈনিক আমার সংবাদ, ২০২১, https://alamgirhossainjust.blogspot.com/2024/01/blog-post_12.html
শিক্ষকেরাই দক্ষ জনসম্পদ গড়ার কারিগর, প্রতিদিনের সংবাদ, ৩ অক্টোবর ২০২১ , https://alamgirhossainjust.blogspot.com/2024/01/blog-post_11.html
অনলাইনে পড়াশোনার কার্যকরীতা ধরে রাখতে হবে, দৈনিক জনকণ্ঠ, ১৯ অক্টোবর ২০২১, https://alamgirhossainjust.blogspot.com/2024/01/blog-post.html
ভার্চুয়াল বিশ্ববিদ্যালয় নিয়ে কী ভাবছেন শিক্ষকরা , দৈনিক ইত্তেফাক, ৩১ জানুয়ারি ২০২২
সাইবার অপরাধ থেকে সুরক্ষায় কিছু পরামর্শ, বণিক বার্তা, ২২ এপ্রিল ২০২২
কাগজফুলে নতুনরুপে সিএসই, দৈনিক আমাদের সময়, ৭ জানুয়ারি ২০২২
Achievement
Research Internship in Collaborative Research with Institute of Information and Communication Technology (IICT), Bangladesh University of Engineering and Technology (BUET) and ipLab-Laboratory for Cyber Resilience, NARA Institute of Science and Technology (NAIST), Japan under Japan Student Services Organization (JASSO) scholarship.
Research title: Enhancing Maritime Cybersecurity: Federated Learning-Driven Detection of Network Intrusions in Radar Systems.
ICT Fellowship Award for the year of 2023-2024 by Information and Communication Technology (ICT) division of People’s Republic of Bangladesh.
Research Title: Hybrid feature selection and ensemble-based machine learning approach for botnet detection.
Recent Certificates
Complete CV of Alamgir Hossain