| 2026 | DATA | Advancing m6Am Site Prediction Through Deep Learning on Diverse mRNA Sequence Landscapes: The m6Am-DLcat Approach. | Alfredo Cuzzocrea, Tasmin Karim, Md. Shazzad Hossain Shaon, Md. Fahim Sultan, Mst. Shapna Akter |
| 2026 | SECRYPT | HRes-Adapter: A Hierarchical Residual Parameter-Efficient Fine-Tuning Framework for Code Vulnerability Detection. | Alfredo Cuzzocrea, Md. Fahim Sultan, Mst. Shapna Akter |
| 2025 | DATA | Neuro-Symbolic Methods in Natural Language Processing: A Review. | Mst. Shapna Akter, Md. Fahim Sultan, Alfredo Cuzzocrea |
| 2025 | DEXA | Improving Software Security Through a LLM-Based Vulnerability Detection Model. | Syeda Sadia Alam, Mst. Shapna Akter, Alfredo Cuzzocrea |
| 2025 | SECRYPT | NULLDect: A Dynamic Adaptive Learning Framework for Robust NULL Pointer Dereference Detection. | Tasmin Karim, Md. Shazzad Hossain Shaon, Md. Fahim Sultan, Alfredo Cuzzocrea, Mst. Shapna Akter |
| 2024 | COMPSAC | Authentic Learning Approach for Data Poisoning Vulnerability in LLMs. | Mst. Shapna Akter, Md. Abdur Rahman, Md. Mostafizur Rahman, Juanjose Rodriguez-Cardenas, Hossain Shahriar, Fan Wu, Muhammad Rahman |
| 2024 | COMPSAC | Uncovering the Interpretation of Large Language Models. | Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu |
| 2024 | COMPSAC | Quantum Adversarial Attacks: Developing Quantum FGSM Algorithm. | Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea, Fan Wu |
| 2024 | COMPSAC | Mitigating Insecure Outputs in Large Language Models(LLMs): A Practical Educational Module. | Abdul Barek, Md. Mostafizur Rahman, Mst. Shapna Akter, ABM Kamrul Islam Riad, Md. Abdur Rahman, Hossain Shahriar, Akond Rahman, Fan Wu |
| 2024 | COMPSAC | Architecture Design and Implementation of a Security Threat Data Sharing Platform. | Chase Lamkin, Mst. Shapna Akter, Hossain Shahriar, Guillermo Francia III |
| 2024 | COMPSAC | Fine-Tuned Variational Quantum Classifiers for Cyber Attacks Detection Based on Parameterized Quantum Circuits and Optimizers. | Md. Abdur Rahman, Mst. Shapna Akter, Emily Miller, Bogdan Timofti, Hossain Shahriar, Mohammad Masum, Fan Wu |
| 2024 | COMPSAC | Authentic Learning on DevOps Security with Labware: Git Hooks To Facilitate Automated Security Static Analysis. | Md. Mostafizur Rahman, Abdul Barek, Mst. Shapna Akter, ABM Kamrul Islam Riad, Md. Abdur Rahman, Hossain Shahriar, Akond Rahman, Fan Wu |
| 2024 | COMPSAC | Enhancing HIPAA Compliance in AI-driven mHealth Devices Security and Privacy. | ABM Kamrul Islam Riad, Abdul Barek, Md. Mostafizur Rahman, Mst. Shapna Akter, Tahia Islam, Md. Abdur Rahman, Md Raihan Mia, Hossain Shahriar, Fan Wu, Sheikh Iqbal Ahamed |
| 2024 | KES | Analysis and Experimental Comparison of State-Of-The-Art Deep-Learning Classification Techniques for Cyberbullying Detection. | Alfredo Cuzzocrea, Carmine Gallo, Mst. Shapna Akter, Hossain Shahriar |
| 2024 | SAC | M-DBSCAN: Modified DBSCAN Clustering Algorithm for Detecting and Controlling Outliers. | Momotaz Begum, Mehedi Hasan Shuvo, Md. Golam Mostofa, ABM Kamrul Islam Riad, Md Arabin Islam Talukder, Mst. Shapna Akter, Hossain Shahriar |
| 2023 | COMPSAC | Understanding Rural women's Experience in STEM and Non-STEM field in Bangladesh. | Mst. Shapna Akter, Nova Ahmed, Hossain Shahriar |
| 2023 | COMPSAC | Case Study-Based Approach of Quantum Machine Learning in Cybersecurity: Quantum Support Vector Machine for Malware Classification and Protection. | Mst. Shapna Akter, Hossain Shahriar, Sheikh Iqbal Ahamed, Kishor Datta Gupta, Muhammad Rahman, Atef Mohamed, Mohammad Ashiqur Rahman, Akond Rahman, Fan Wu |
| 2023 | COMPSAC | Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks. | Mst. Shapna Akter, Hossain Shahriar, Alfredo Cuzzocrea |
| 2023 | COMPSAC | Feature Engineering-Based Detection of Buffer Overflow Vulnerability in Source Code Using Neural Networks. | Mst. Shapna Akter, Hossain Shahriar, Juan Rodriguez Cardenas, Sheikh Iqbal Ahamed, Alfredo Cuzzocrea |
| 2023 | COMPSAC | Authentic Learning Approach for Artificial Intelligence Systems Security and Privacy. | Mst. Shapna Akter, Hossain Shahriar, Dan Lo, Nazmus Sakib, Kai Qian, Michael E. Whitman, Fan Wu |
| 2022 | DASC | DuRBIN: A Comprehensive Approach to Analysis and Detection of Emerging Threats due to Network Intrusion. | Kumar Priyansh, Ritu Dimri, Fahim Islam Anik, Mst. Shapna Akter, Nazmus Sakib, Hossain Shahriar, Md. Zakirul Alam Bhuiyan |