A new method for flow-based network intrusion detection using inverse statistical physics. - Camila F. T. Pontes; João J. C. Gondim; Matt Bishop; Marcelo Antonio Marotta (CoRR, 2019)

An Anomaly-based Multi-class Classifier for Network Intrusion Detection. - Manuela M. C. de Souza; Camila F. T. Pontes; João J. C. Gondim; Luís Paulo F. Garcia; Luiz A. DaSilva; Marcelo Antonio Marotta (CoRR, 2021)

Abnormal Behavior Detection Based on Traffic Pattern Categorization in Mobile Networks. - Jonathan M. DeAlmeida; Camila F. T. Pontes; Luiz A. DaSilva; Cristiano Bonato Both; João J. C. Gondim; Célia Ghedini Ralha; Marcelo Antonio Marotta (IEEE Trans. Netw. Serv. Manag., 2021)

A New Method for Flow-Based Network Intrusion Detection Using the Inverse Potts Model. - Camila F. T. Pontes; Manuela M. C. de Souza; João J. C. Gondim; Matt Bishop; Marcelo Antonio Marotta (IEEE Trans. Netw. Serv. Manag., 2021)

A novel open set Energy-based Flow Classifier for Network Intrusion Detection. - Manuela M. C. de Souza; Camila F. T. Pontes; João J. C. Gondim; Luís Paulo Faina Garcia; Luiz A. DaSilva; Eduardo F. M. Cavalcante; Marcelo Antonio Marotta (Comput. Secur., 2025)