DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach

Shurok Khozam (1, 2, 3, 4) , Gregory Blanc (1, 2, 3, 4) , Sébastien Tixeuil (5, 6) , Eric Totel (1, 2, 3, 4)

1 SCN-SAMOVAR - Sécurité et Confiance Numérique
2 TSP - RST - Département Réseaux et Services de Télécommunications
3 IP Paris - Institut Polytechnique de Paris
4 SAMOVAR - Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux
5 NPA - Networks and Performance Analysis
6 LINCS - Laboratory of Information, Network and Communication Sciences

Mots clés: Reinforcement Learning Distributed Denial of Service Quality of Service Software-Defined Networking; Reinforcement Learning; Distributed Denial of Service; Quality of Service; Software-Defined Networking

Domaines: Informatique [cs]

Shurok Khozam, Gregory Blanc, Sébastien Tixeuil, Eric Totel. DDoS Mitigation while Preserving QoS: A Deep Reinforcement Learning-Based Approach. 2024 IEEE 10th International Conference on Network Softwarization (NetSoft), Jun 2024, Saint Louis, France. pp.369-374, ⟨10.1109/NetSoft60951.2024.10588889⟩. ⟨hal-04659906⟩