Publications – Jawad

2026

1. What Hard Tokens Reveal: Exploiting Low-confidence Tokens for Membership Inference Attacks against Large Language Models.
Md Tasnim Jawad, Mingyan Xiao, Yanzhao Wu. arXiv preprint, 2026 (under review).

2025

2. EFT-LR: Benchmarking Learning Rate Policies in Parameter-Efficient Large Language Model Fine-Tuning.
Md Tasnim Jawad, Yanzhao Wu. CIKM 2025.
3. Jailbreaking Large Vision Language Models in Intelligent Transportation Systems.
Badhan Chandra Das, Md Tasnim Jawad, Md Jueal Mia, M. Hadi Amini, Yanzhao Wu. ICMLA 2025, pp. 1423-1429.

2024

4. Fetal Head Segmentation and Head Circumference Measurement Using Residual U-Net.
Limon Halder, Shetu Mohanto, Monira Islam, Md Tasnim Jawad. 2024 2nd International Conference on Information and Communication Technology (ICICT), pages 145-149. IEEE, 2024.

2023

5. GSNet: a multi-class 3D attention-based hybrid glioma segmentation network.
Md Tasnim Jawad, Ashfak Yeafi, Kalyan Kumar Halder. Optics Express, 31: 40881-40906, 2023.

2022

6. Breast cancer classification using ensemble of machine learning boosting algorithms.
Md Kamrul Hasan, Md Tasnim Jawad. 2022 International Conference on Inventive Computation Technologies (ICICT), pages 444-451. IEEE, 2022.

2021

7. Covid-19 identification from volumetric chest ct scans using a progressively resized 3d-cnn incorporating segmentation, augmentation, and class-rebalancing.
Md Kamrul Hasan, Md Tasnim Jawad, Kazi Nasim Imtiaz Hasan, Sajal Basak Partha, Md Masum Al Masba, Shumit Saha, Mohammad Ali Moni. Informatics in medicine unlocked, 26: 100709, 2021.
8. Associating measles vaccine uptake classification and its underlying factors using an ensemble of machine learning models.
Md Kamrul Hasan, Md Tasnim Jawad, Aishwariya Dutta, Md Abdul Awal, Md Akhtarul Islam, Mehedi Masud, Jehad F Al-Amri. IEEE Access, 9: 119613-119628, 2021.
9. Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders.
Md Kamrul Hasan, Shidhartho Roy, Chayan Mondal, Md Ashraful Alam, Md Toufick E Elahi, Aishwariya Dutta, S.M. Taslim Uddin Raju, Md Tasnim Jawad, Mohiuddin Ahmad. Biomedical Signal Processing and Control, 68: 102661, 2021.
10. Ensemble of convolutional neural networks to diagnose acute lymphoblastic leukemia from microscopic images.
Chayan Mondal, Md Kamrul Hasan, Mohiuddin Ahmad, Md Abdul Awal, Md Tasnim Jawad, Aishwariya Dutta, Md Rabiul Islam, Mohammad Ali Moni. Informatics in Medicine Unlocked, 27: 100794, 2021.
11. Missing value imputation affects the performance of machine learning: A review and analysis of the literature (2010–2021).
Md Kamrul Hasan, Md Ashraful Alam, Shidhartho Roy, Aishwariya Dutta, Md Tasnim Jawad, Sunanda Das. Informatics in Medicine Unlocked, 27: 100799, 2021.