Recent Publications
Harnessing LLMs for Cyber-Resilience: A Systematic Survey in Threat Mitigation and Future Trajectories
Nouman Ahmad*; Uroosa Sehar; Jianhua Zhou; Yifei Peng; Changsheng Zhang
IEEE Access , Volume 14 , pp. 61294-61315 (2026)
Submitted Date 2026-03-10 , Accepted Date 2026-04-08 , Published Date 2026-04-10
LLMs
MyoViTs-Net: Enhanced Vision Transformer-Based Segmentation Network for Heart Segmentation Using Cine-MRI Dataset
Uroosa Sehar, Nouman Ahmad*, Jianhua Zhou, Zeeshan Tariq
International Conference on Machine Learning and Artificial Intelligence Applications (MLAIA 2025) , Volume 14134 , pp. 246-250 (2026)
Submitted Date 2025-12-12 , Published Date 2026-03-09
Computer Vision, Medical Image Segmentation
Mitigating Adversarial Obfuscation in named entity recognition with Robust SecureBERT Finetuning
Nouman Ahmad*, Changsheng Zhang, Uroosa Sehar
Computers, Materials & Continua 2025 , Volume 87 (1) , pp. 32, IF: 1.7 (2026)
Submitted Date 2025-09-09 , Accepted Date 2025-11-18 , Published Date 2026-02-10
LLMs, Cybersecurity
Enhancing LLMs Interactions for Python: A Smart API Framework for Extracting and Utilizing Semantic Code Information
Nouman Ahmad*, Changsheng Zhang
2025 5th International Conference on Artificial Intelligence, Big Data and Algorithms (CAIBDA) , pp. 385-388 (2025)
Submitted Date 2025-04-28 , Accepted Date 2025-06-05 , Published Date 2025-10-13
LLMs
Enhancing Code Optimization in LLMs with Dual Encoder Architecture for Syntax and Semantic Refinement
Nouman Ahmad*, Changsheng Zhang
2025 International Conference on Artificial Intelligence and Digital Ethics (ICAIDE) , pp. 406-409 (2025)
Submitted Date 2025-05-13 , Accepted Date 2025-05-21 , Published Date 2025-10-13
LLMs