Mobile Network Security
On securing 4G and higher generations mobile networks
Intro
I am a Ph.D. candidate in the School of Computing at Utah State University. I received my B.Sc. (Engineering) in Computer Science and Engineering from Shahjalal University of Science & Technology (SUST), Bangladesh, in 2021. My research interests are in the areas of mobile networks and systems, cellular network security, data privacy and secure architectures for next-generation communication systems.
Timeline
| Aug 2025 | Our privacy exposure paper in 5G/4G paper is accepted by IEEE DSC'25 |
| Jun 2025 | Our Carbon Emission survey paper is accepted by IEEE Transactions on Sustainable Computing |
| Apr 2024 | Munshi got offered Full Tuition waiver and GTA @USU for the PhD program |
| Oct 2023 | Munshi got promoted as Associate Software Engineer @DSi BD |
| May 2021 | Munshi got hired as a Junior Software Engineer @DSi BD |
Publications
Conference
Journal
- Hasan, Syed Mhamudul, Taminul Islam, Munshi Saifuzzaman, Khaled R. Ahmed, Chun-Hsi Huang, and Abdur R. Shahid. "Carbon Emission Quantification of Machine Learning: A Review." IEEE Transactions on Sustainable Computing (2025). (Q1, Impact Factor: 3.9)
- Saifuzzaman, Munshi, Tajkia Nuri Ananna, Mohammad Jabed Morshed Chowdhury, Md Sadek Ferdous, and Farida Chowdhury. "A systematic literature review on wearable health data publishing under differential privacy." International Journal of Information Security 21, no. 4 (2022): 847-872. (Q2, Impact Factor: 3.2)
Book Chapter
- Saifuzzaman, Munshi, and Tajkia Nuri Ananna. "Introduction to machine learning." In Advances in Computers, vol. 137, pp. 37-90. Elsevier, (2025).
- Saifuzzaman, Munshi, and Tajkia Nuri Ananna. "Toward smart healthcare: challenges and opportunities in IoT and ML." In IoT and ML for information management: A smart healthcare perspective, pp. 325-355. Singapore: Springer Nature Singapore, (2024).
- Ananna, Tajkia Nuri, and Munshi Saifuzzaman. "Introduction to Internet of Things." In IoT and ML for Information Management: A Smart Healthcare Perspective, pp. 1-49. Singapore: Springer Nature Singapore, (2024).
- Ananna, Tajkia Nuri, Munshi Saifuzzaman, Mohammad Jabed Morshed Chowdhury, and Md Sadek Ferdous. "Managing health insurance using blockchain technology." 'Blockchain Technology in e-Healthcare Management', Chap. 4, pp. 89-125 (2023).
Industry Experience
| May 2021 - Jul 2024 |
Assistant Software Engineer Dynamic Solution Innovators Ltd. |
| Jul 2020 - Aug 2020 |
Software Engineer WIB Corporation |
Professional Service
| Conference reviewer |
IEEE DSC'25 |
| Conference Co-reviewer | |
| Journal reviewer | |
| Journal Co-reviewer |
Free5GC World Forum’25 IEEE Transactions on Reliability IEEE Transactions on Vehicular Technology |
Courses Taught
Graduate Teaching Assistant @USU
| Fall 2025 | CS 2610: Developing Dynamic, Database-Driven, Web Applications |
| Spring 2025 | CS 2610: Developing Dynamic, Database-Driven, Web Applications |
| Fall 2024 | CS 2610: Developing Dynamic, Database-Driven, Web Applications |
Adjunct Lecturer (Part-time) @DIU BD
| Fall 2022 |
CSE 124: Business Application Design CSE 216: Software Project II (Web Technology) |
Research Interest
Differential Privacy
On designing differential privacy based architechtures and alogrithms
Wearable Data Sharing
On designing real-time data sharing architectures for medical data e.g. personally identifiable data, physiological data.
Data Privacy
On designing fruitful architecture for continuously generated data
Machine Learning with Differential Privacy
Leveraging machine learning and deep learning models to propose enhanced privacy and data utility trade-offs
Educational Background
| 2024 - * |
Doctor of Philosophy in Computer Science Utah State University CGPA: 4.00/4.00 (A) Focus: Mobile Network Security |
| 2017 - 2021 |
Bachelor of Science (Eng.) in Computer Science and Engineering Shahjalal University of Science and Technology CGPA: 3.79/4.00 (A) (GPA in Last two years: 3.90/4.00) Position: 6th in the class of 107 students Thesis Title: Assessing and Developing Differential Privacy based Algorithms for Wearable Devices |
Honors and Awards
| 2018 |
Best Young Entrepreneurs in Sylhet District and Division Digital Innovation Fair Arranged by: Divisional Commissioner’s Office, Sylhet
|
| 2014 |
Government Scholarship Board of Intermediate and Secondary Education |
| 2009 |
Government Scholarship Bangladesh Directorate of Primary Education (DPE) |
Get In Touch
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