Encrypted Network Traffic Classification in SDN using Self-supervised Learning. - Md. Shamim Towhid; Nashid Shahriar (NetSoft, 2022)

Encrypted Network Traffic Classification using Self-supervised Learning. - Md. Shamim Towhid; Nashid Shahriar (NetSoft, 2022)

DTL-IDS: Deep Transfer Learning-Based Intrusion Detection System in 5G Networks. - Behnam Farzaneh; Nashid Shahriar; Abu Hena Al Muktadir; Md. Shamim Towhid (CNSM, 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 (CNSM, 2023)

Early Detection of Intrusion in SDN. - Md. Shamim Towhid; Nashid Shahriar (NOMS, 2023)

Towards Effective Network Intrusion Detection in Imbalanced Datasets: A Hierarchical Approach. - Md. Shamim Towhid; Nasik Sami Khan; Md Mahibul Hasan; Nashid Shahriar (ICNC, 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)