PhD thesis:
Rodrigo Sanches Miani. Um Estudo sobre Métricas e Quantificação em Segurança da Informação (On the use of metrics and quantification in information security). School of Electrical and Computer Engineering, University of Campinas (UNICAMP), Brazil, 2013. Principal supervisor: Leonardo de Souza Mendes. Associate supervisor: Bruno Bogaz Zarpelão (in portuguese).
Master thesis:
Guilherme Yukio Sakurai. Performance of Algorithms and an Ensemble Strategy for Detecting Heterogeneous Drifts. State University of Londrina (UEL), Brazil, 2025. Supervisors: Bruno Bogaz Zarpelão and Sylvio Barbon Junior.
Gabriel Esteves Messas. sAIfe: Towards a Lightweight Threat Modeling Approach to Support Machine Learning Application Development. State University of Londrina (UEL), Brazil, 2024. Principal supervisor: Bruno Bogaz Zarpelão.
Rildo Antonio de Souza. A Methodology for Malware Incident Prediction in Higher Education Institutions. State University of Londrina (UEL), Brazil, 2024. Principal supervisor: Bruno Bogaz Zarpelão
Vitor de Castro Silva. Explainable Time Series Tree: An explainable top-down time series segmentation framework. State University of Londrina (UEL), Brazil, 2024. Principal supervisor: Bruno Bogaz Zarpelão. Co-supervisor: Sylvio Barbon Junior.
Gabriel Keith Tazima. Application of the DenStream Data Stream Clustering Algorithm in Detecting Attacks in the Internet of Things. State University of Londrina (UEL), Brazil, 2024. Principal supervisor: Bruno Bogaz Zarpelão.
Stefano Simonetto, Systematic literature review of Adversarial machine learning attacks against O-RAN architecture, Corso di laurea in Ingegneria Elettronica e Informatica. Dipartimento di Ingegneria e Architettura, University of Trieste (UNITS), Italy, 2023. Co-supervised with Sylvio Barbon Junior.
Fernando Yoshiaki Nakagawa. Intrusion detection based on Clustream algorithm. State University of Londrina (UEL), Brazil, 2022. Principal supervisor: Bruno Bogaz Zarpelão.
Vitor Hugo Bezerra. Botnet Detection in Internet of Things devices using One-class classification. State University of Londrina (UEL), Brazil, 2019. Principal supervisor: Bruno Bogaz Zarpelão.
Eduardo Alves Moraes. Aplicação de Aprendizado de Máquina Supervisionado e Técnicas de Correlação na Análise de Alertas de Intrusão. State University of Londrina (UEL), Brazil, 2018. Principal supervisor: Bruno Bogaz Zarpelão.
Gabriel Jesus Vasquez Altamirano. Utilização de Classificação Supervisionada para Detectar Intrusões em Redes Industriais. State University of Londrina (UEL), Brazil, 2018. Principal supervisor: Bruno Bogaz Zarpelão.
Cláudio Toshio Kawakani. Geração online de hiperalertas com base no histórico de estratégias de ataque. State University of Londrina (UEL), Brazil, 2017. Principal supervisor: Bruno Bogaz Zarpelão.
Sean Carlisto de Alvarenga. Análise de Alertas de Intrusão baseada em Mineração de Processos. State University of Londrina (UEL), Brazil, 2016. Principal supervisor: Bruno Bogaz Zarpelão.
Luiz Henrique Taconi. GAIA Catálogo de Serviços de TI: um Framework para Construção de Catálogos de Serviços de Tecnologia da Informação (GAIA IT Service Catalog: a Framework to Develop Information Technology Service Catalogs). State University of Londrina (UEL), Brazil, 2014. Principal supervisor: Bruno Bogaz Zarpelão.
André Gaudêncio Ferreira Elias. Ubiquitous Model for Wireless Sensor Networks Monitoring. University of Beira Interior (UBI), Portugal, 2012. Principal supervisor: Joel José Puga Coelho Rodrigues. Co-supervisor: Bruno Bogaz Zarpelão.