3 papers
cs.NI2019
Destination-aware Adaptive Traffic Flow Rule Aggregation in Software-Defined Networks
Trung V. Phan, Mehrdad Hajizadeh, Nguyen Tuan Khai +1
In this paper, we propose a destination-aware adaptive traffic flow rule aggregation (DATA) mechanism for facilitating traffic flow monitoring in SDN-based networks. This method ad…
cs.NI2019
Q-DATA: Enhanced Traffic Flow Monitoring in Software-Defined Networks applying Q-learning
Trung V. Phan, Syed Tasnimul Islam, Tri Gia Nguyen +1
Software-Defined Networking (SDN) introduces a centralized network control and management by separating the data plane from the control plane which facilitates traffic flow monitor…
cs.NI2019
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 +3
Software Defined Networking (SDN) enables flexible and scalable network control and management. However, it also introduces new vulnerabilities that can be exploited by attackers.…