A Precise Method for Monitoring and Detecting Recurrent Attacks on Wireless Networks based on Link-Layer Traffic Classification. - Andreane Spano da Roza; João Vitor Valle; Diogo Menezes Ferrazani Mattos (CSNet, 2019)

Attackers are not Stealthy: Statistical Analysis of the Well-Known and Infamous KDD Network Security Dataset. - João Vitor Valle Silva; Martin Andreoni Lopez; Diogo M. F. Mattos (CIoT, 2020)

A statistical analysis of intrinsic bias of network security datasets for training machine learning mechanisms. - João Vitor Valle Silva; Nicollas Rodrigues de Oliveira; Dianne S. V. Medeiros; Martin Andreoni Lopez; Diogo M. F. Mattos (Ann. des Télécommunications, 2022)