Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning. - Trung V. Phan; Syed Tasnimul Islam; Tri Gia Nguyen; Thomas Bauschert (CNSM, 2019)

Q-MIND: Defeating Stealthy DoS Attacks in SDN with a Machine-Learning Based Defense Framework. - Trung V. Phan; T. M. Rayhan Gias; Syed Tasnimul Islam; Truong Thu Huong; Huu-Thanh Nguyen 001; Thomas Bauschert (GLOBECOM, 2019)

WIP: AI-Based Dynamic Joint Schedule Calculation for TSN over 5G using GCN-TD3. - Syed Tasnimul Islam (ETFA, 2024)

AI-Based Dynamic Schedule Calculation in Time Sensitive Networks Using GCN-TD3. - Syed Tasnimul Islam; Anas Bin Muslim (IFIP Networking, 2024)