| 2025 | PST | Cyber Threat Mitigation with Knowledge-Infused Reinforcement Learning and LLM-Guided Policies. | Md. Shamim Towhid, Shahrear Iqbal, Euclides Carlos Pinto Neto, Nashid Shahriar, Scott Buffett, Madeena Sultana, Adrian Taylor |
| 2024 | GLOBECOM | Enhancing Large Language Models for Telecom Networks Using Retrieval-Augmented Generation. | Nasik Sami Khan, Md Mahibul Hasan, Md. Shamim Towhid, Saroj Basnet, Nashid Shahriar |
| 2023 | CNSM | DTL-IDS: Deep Transfer Learning-Based Intrusion Detection System in 5G Networks. | Behnam Farzaneh, Nashid Shahriar, Abu Hena Al Muktadir, Md. Shamim Towhid |
| 2023 | CNSM | A Token-Prioritization Strategy for Handling Data Imbalance in Network-Change Ticket Classification. | Md. Shamim Towhid, Nasik Sami Khan, Nashid Shahriar, Massimo Tornatore, Raouf Boutaba, Aladdin Saleh |
| 2023 | NOMS | Early Detection of Intrusion in SDN. | Md. Shamim Towhid, Nashid Shahriar |
| 2022 | NetSoft | Encrypted Network Traffic Classification in SDN using Self-supervised Learning. | Md. Shamim Towhid, Nashid Shahriar |
| 2022 | NetSoft | Encrypted Network Traffic Classification using Self-supervised Learning. | Md. Shamim Towhid, Nashid Shahriar |