ML: DDoS Damage Control with MPLS. - Pierre-Edouard Fabre; Hervé Debar; Jouni Viinikka; Grégory Blanc (NordSec, 2016)

Using network resources to mitigate volumetric DDoS. (Utiliser les ressources réseaux pour atténuer les attaques DDoS volumétriques). - Pierre-Edouard Fabre (2018)

Mining classification algorithms to identify flooding attacks through the HTTP/3 protocol. - Adam Kadi; Lyes Khoukhi; Jouni Viinikka; Pierre-Edouard Fabre (ICC Workshops, 2023)

Machine Learning for QUIC Traffic Flood Detection. - Adam Kadi; Lyes Khoukhi; Jouni Viinikka; Pierre-Edouard Fabre (GIIS, 2024)

Refining Intrusion Detection in the Age of QUIC: Leveraging Machine Learning for Enhanced Security. - Adam Kadi; Lyes Khoukhi; Jouni Viinikka; Pierre-Edouard Fabre (NTMS, 2025)

Adapting to the Evolution: Enhancing Intrusion Detection Through Machine Learning in the QUIC Protocol Era. - Adam Kadi; Lyes Khoukhi; Jouni Viinikka; Pierre-Edouard Fabre (IEEE Trans. Netw. Serv. Manag., 2025)