Detecting abnormal DNS traffic using unsupervised machine learning. - Thi Quynh Nguyen; Romain Laborde; Abdelmalek Benzekri; Bruno Qu'hen (CSNet, 2020)

Apprentissage automatique non supervisé pour la détection de trafics illégitimes. (Unsupervised machine learning for illegitimate traffic detection). - Thi Quynh Nguyen (2023)

AutoRoC-DBSCAN: automatic tuning of DBSCAN to detect malicious DNS tunnels. - Thi Quynh Nguyen; Romain Laborde; Abdelmalek Benzekri; Arnaud Oglaza; Mehdi Mounsif (Ann. des Télécommunications, 2025)