Supervised Machine Learning and Detection of Unknown Attacks: An Empirical Evaluation. - Miguel S. Rocha; Gustavo Di Giovanni Bernardo; Luan Mundim; Bruno Bogaz Zarpelão; Rodrigo Sanches Miani (AINA (2), 2023)

Drift Dataset Generator for Evaluating Flow-Based Intrusion Detection Systems. - Gustavo Di Giovanni Bernardo; Elaine Ribeiro de Faria; Rodrigo Sanches Miani (CCNC, 2025)

A Survey of Data Stream-Based Intrusion Detection Systems. - Rodrigo Sanches Miani; Gustavo Di Giovanni Bernardo; Guilherme Weigert Cassales; Hermes Senger; Elaine Ribeiro de Faria (IEEE Access, 2025)