Enhancing Private Data leakage through Enforced Memorization in LLMs (2026) (to be published)
Md Abdullah Al Mamun, Ngoc Phu Doan, Pedram Zaree, Ihsen Alouani and Nael Abu-Ghazaleh.
AttenMIA: LLM Membership Inference Attack through Attention Signals (2026)
Pedram Zaree, Md Abdullah Al Mamun, Yue Dong, Ihsen Alouani and Nael Abu-Ghazaleh.
Co(ve)rtex: ML Models as storage channels and their (mis-)applications (2025) (Paper Link)
Md Abdullah Al Mamun, Quazi Mishkatul Alam, Erfan Shaigani, Pedram Zaree, Ihsen Alouani and Nael Abu-Ghazaleh.
4. Poison Once, Refuse Forever: Weaponizing Alignment for Injecting Bias in LLMs (2025)(Paper Link)
Md Abdullah Al Mamun, Ihsen Alouani and Nael Abu-Ghazaleh.
5. Attention Eclipse: Manipulating Attention to Bypass LLM Safety-Alignment (EMNLP 2025) (Paper Link)
Pedram Zaree, Md Abdullah Al Mamun, Quazi Mishkatul Alam, Yue Dong, Ihsen Alouani and Nael Abu-Ghazaleh.
6. Survey of Vulnerabilities in Large Language Models Revealed by Adversarial Attacks ( ACL 2024 Tutorial) (Paper Link)
Erfan Shayegani, Md Abdullah Al Mamun, Yu Fu, Pedram Zaree, Yue Dong and Nael Abu-Ghazaleh.
7. A Novel Approach to Manage Ownership and VAT Using Blockchain-Based Digital Identity (2021)
S. M. Maksudul Alam, Md Abdullah Al Mamun, M. Shohrab Hossain and M. Samiruzzaman. Accepted as a full paper for presentation at The 2021 International Symposium on Ubiquitous Networking (UNet'21). (Paper Link)
8. A Novel Approach to Blockchain-based Digital Identity System (2020)
Md Abdullah Al Mamun, S. M. Maksudul Alam, M. Shohrab Hossain, M Samiruzzaman. Future of Information and Communications Conference (FICC), San Francisco, California, USA. It is part of the Advances in Intelligent Systems and Computing book series (AISC, volume 1129) (Paper Link)
9. A Novel Image Steganography using Multiple LSB substitution and Pixel Randomization using Stern-Brocot Sequence (2020)
Md Abdullah Al Mamun, S. M. Maksudul Alam, M. Shohrab Hossain, M Samiruzzaman. Future of Information and Communications Conference (FICC) – 2020, San Francisco, California, USA. It is part of the Advances in Intelligent Systems and Computing book series (AISC, volume 1129) (Paper Link)
10. Towards Perceiving and Resolving the Impediments to Reporting For the Developing Countries (2017)
Shantanu Dutta, Abdul Kawsar Tushar , Md Abdullah Al Mamun, Alvi Md. Ishmam , Sourav Kumar Mondal, Tarik Reza Toha, A.B.M. Alim Al Islam. Published as a full paper at 4th International Conference on Networking Systems and Security (NSysS)-2017. (Paper Link)