Publication

Journal and Conference Publications (selected)

1. 🆕Md Morshedul Islam, Wali Mohammad Abdullah, and Baidya Saha (2025). Privacy-preserving hierarchical fog federated learning (PP-HFFL) for IoT intrusion detection. Sensors, 25(23), 7296. 

2. 🆕Md Morshedul Islam, *Suraj Neupane, Md Jobair Hossain Faruk, Hossain Shahriar and Alfredo Cuzzocrea (2025). Exposing Privacy Vulnerabilities in Federated Learning: A GAN-Based Model Inversion Attack, 12nd IEEE Special Session on Privacy and Security of Big Data (PSBD 2025), Macau, China, December 8-11, 2025.

3. Md Morshedul Islam, Wali Mohammad Abdullah, Baidya Saha, Khondokar Fida Hasan. A Robust Privacy-Preserving Behavioral Authentication using Random Projection and Differential Privacy. (Prepared for Submission)

4. 🆕Baidya Saha, Wali Mohammad Abdullah and, Md Morshedul Islam (2025, September). CRAMP: Categorizing Classifiers and Regressors for Scalable Parallelism on Distributed and Multicore Systems. In 2025 IEEE High Performance Extreme Computing Conference (HPEC) (pp. 1-6). IEEE. 

5. 🆕Wali Mohammad Abdullah, Md Morshedul Islam and Baidya Saha (2025). RAILS: Retrieval-Augmented Intelligence for Learning Software Development. In 2025 IEEE High Performance Extreme Computing Conference (HPEC) (pp. 1-6). IEEE. 

6. Afroza Akter, Afroza Akter, A B M Shahadat Hossain, and Md Morshedul Islam. Artificial Intelligence in Financial Derivatives: A Comparative Analysis of PSO and ACO for American-Style Put Options. In Proceedings of 2025 Fifth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), DOI: 10.1109/ICAECT63952.2025.10958907

7. 🆕Md Morshedul Islam, *Md Abdur Rafiq, and *Md Ashraful Islam. A Privacy-Preserving Behavioral Authentication System. In Proceedings of the 17th International Symposium, FPS 2024, Montréal, QC, Canada, December 9–11, 2024.

8. 🆕Md Morshedul Islam and *Md Khairul Anam. Enhancing Adversarial Defense in Behavioral Authentication Systems Through Random Projections. In Proceedings of the 21st International Conference on Security and Cryptography. 21st International Conference on Security and Cryptography (SECRYPT 2024), Dijon, France. p:758-763, July 8-10, 2024.

9. Md Morshedul Islam and *Md Abdur Rafiq. Privacy Preserving Machine Learning for Behavioral Authentication Systems. arXiv preprint arXiv:2309.13046 (2023).  

10. Md Morshedul Islam, Rei Safavi-Naini and Marc Kneppers. Scalable Behavioral Authentication. IEEE Access. 2021 

11. Md Morshedul Islam and Rei Safavi-Naini. Model Inversion for Impersonation in Behavioral Authentication Systems. In Proceedings of 18th International Conference on Security and Cryptography (SECRYPT-2021), p:271-282, 2021, Online.

12. Md Morshedul Islam and Rei Safavi-Naini. (2020). Fuzzy Vault for Behavioral Authentication System. 295– 310. In Proceedings of 2020 IFIP International Conference on ICT Systems Security and Privacy Protection (IFIP SEC)., Maribor, Slovenia.

13. Somayeh Taheri, Md Morshedul Islam and Rei Safavi-Naini. Privacy-Enhanced Profile-Based Authentication Using Sparse Random Projection. In Proceedings of 2017 IFIP International Conference on ICT Systems Security and Privacy Protection (IFIP SEC), Rome, Italy p:474-490, 2017.   

14. Md Morshedul Islam, Mahfuzul Islam, and Golam Sorwar.  Energy aware bottleneck nodes avoidance data gathering tree for wireless sensor networks. In Proceedings of the 2015 International Conference on Wireless Networks (pp. 278-283). CSREA Press.

15. Rupam Deb, Kazi Rafiqul Islam, Md. Morshedul Islam, Md Jashim Uddin, Kazi Rafiqul Islam (2013). Performance Improvement of Seamless Vertical Handover in Heterogeneous Wireless Network. In The 2nd International Conference on Machine Learning and Computer Science (IMLCS) (pp. 21-25).

16. Khondokar Fida Hasan, and Md Morshedul Islam (2011). Evolution of the 4th Generation Mobile Communication Network: LTE-Advanced. International Journal of Computer Technology and Applications, 2(4).

Abstract/Poster Published (selected)

1. 🏆*Rupinder Kaur and, and Md Morshedul Islam (2025).  (Poster) Multimodal Framework for Detecting Fake Social Media Posts. CUE Annual Research and Innovation Conference (CARIC-2025), Edmonton, Canada (Selected as a Best Poster in the conference in graduate category). 

2. 🏆*Samin YeasirImam, *Hamza Ahmed, and, and Md Morshedul Islam (2025). (Poster) Secure QR Code Interactions: Detecting Malicious Links and Rogue Websites. CUE Annual Research and Innovation Conference (CARIC-2025), Edmonton, Canada (Selected as a second-Best Poster in the conference in graduate category). 

3. *Suraj Neupane and, and Md Morshedul Islam (2025).  (Poster) Breaking the Privacy Promise: Data Leakage in Federated Learning Systems. CUE Annual Research and Innovation Conference (CARIC-2025), Edmonton, Canada.

4. *Khushi Rakeshkumar Jariwala and, and Md Morshedul Islam (2025).  (Poster) Privacy-Preserving Federated Learning for Medical Data. CUE Annual Research and Innovation Conference (CARIC-2025), Edmonton, Canada 

5. 🏆*Yassin Hassan, *Thiruvarangan Raja, *Pavan Kovvuru, and Md Morshedul Islam (2024).  (Poster) A Novel Malicious URL Detection Framework. CUE Annual Research and Innovation Conference (CARIC-2024), Edmonton, Canada (Selected as a Best Poster in the conference in undergraduate category). 

6. *Youssef Ibrahim,  and Md Morshedul Islam (2023). Abstract: Information Theoretic Measures for Behavioral Authentication Systems. CUE Annual Research and Innovation Conference (CARIC-2023), Edmonton, Canada. 

7. Md Morshedul Islam, and Reihaneh Safavi-Naini. "Poster: a behavioural authentication system for mobile users." Proceedings of the 2016 ACM SIGSAC conference on computer and communications security. 2016.