Md. Shamim Towhid

According to our database, Md. Shamim Towhid authored at least 10 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Leveraging LLM for Enhanced Incident Management in Wireless Networks.

Md. Shamim Towhid, Nasik Sami Khan, Nashid Shahriar, Massimo Tornatore, Raouf Boutaba, Aladdin Saleh

IEEE J. Sel. Areas Commun., 2026

2025

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

Proceedings of the 22nd Annual International Conference on Privacy, Security, and Trust, 2025

2024

DTL-5G: Deep transfer learning-based DDoS attack detection in 5G and beyond networks.

Behnam Farzaneh, Nashid Shahriar, Abu Hena Al Muktadir, Md. Shamim Towhid, Mohammad Sadegh Khosravani

Comput. Commun., 2024

Towards Effective Network Intrusion Detection in Imbalanced Datasets: A Hierarchical Approach.

Md. Shamim Towhid, Nasik Sami Khan, Md Mahibul Hasan, Nashid Shahriar

Proceedings of the International Conference on Computing, Networking and Communications, 2024

Enhancing Large Language Models for Telecom Networks Using Retrieval-Augmented Generation.

Nasik Sami Khan, Md Mahibul Hasan, Md. Shamim Towhid, Saroj Basnet, Nashid Shahriar

Proceedings of the IEEE Globecom Workshops 2024, 2024

2023

Early Detection of Intrusion in SDN.

Md. Shamim Towhid, Nashid Shahriar

Proceedings of the NOMS 2023, 2023

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

Proceedings of the 19th International Conference on Network and Service Management, 2023

DTL-IDS: Deep Transfer Learning-Based Intrusion Detection System in 5G Networks.

Behnam Farzaneh, Nashid Shahriar, Abu Hena Al Muktadir, Md. Shamim Towhid

Proceedings of the 19th International Conference on Network and Service Management, 2023

2022

Encrypted Network Traffic Classification using Self-supervised Learning.

Md. Shamim Towhid, Nashid Shahriar

Proceedings of the 8th IEEE International Conference on Network Softwarization, 2022

Encrypted Network Traffic Classification in SDN using Self-supervised Learning.

Md. Shamim Towhid, Nashid Shahriar

Proceedings of the 8th IEEE International Conference on Network Softwarization, 2022