Monitoring IDS Background Noise Using EWMA Control Charts and Alert Information. - Jouni Viinikka; Hervé Debar (RAID, 2004)

Intrusion Detection: Introduction to Intrusion Detection and Security Information Management. - Hervé Debar; Jouni Viinikka (FOSAD, 2005)

Time series modeling for IDS alert management. - Jouni Viinikka; Hervé Debar; Ludovic Mé; Renaud Séguier (AsiaCCS, 2006)

Security information management as an outsourced service. - Hervé Debar; Jouni Viinikka (Inf. Manag. Comput. Secur., 2006)

Automating the Analysis of Honeypot Data (Extended Abstract). - Olivier Thonnard; Jouni Viinikka; Corrado Leita; Marc Dacier (RAID, 2008)

A Service Dependency Modeling Framework for Policy-Based Response Enforcement. - Nizar Kheir; Hervé Debar; Frédéric Cuppens; Nora Cuppens-Boulahia; Jouni Viinikka (DIMVA, 2009)

Processing intrusion detection alert aggregates with time series modeling. - Jouni Viinikka; Hervé Debar; Ludovic Mé; Anssi Lehikoinen; Mika P. Tarvainen (Inf. Fusion, 2009)

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

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)