no code implementations • 4 Sep 2019 • Trung V. Phan, Syed Tasnimul Islam, Tri Gia Nguyen, Thomas Bauschert
We first describe and analyse an SDN-based traffic flow matching control system that applies a reinforcement learning approach based on Q-learning algorithm in order to maximize the traffic flow granularity.
no code implementations • 27 Jul 2019 • Trung V. Phan, T M Rayhan Gias, Syed Tasnimul Islam, Truong Thu Huong, Nguyen Huu Thanh, Thomas Bauschert
We first analyze the adversary model of stealthy DoS attacks, the related vulnerabilities in SDN-based networks and the key characteristics of stealthy DoS attacks.