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Published in Sensors, 2022
Recommended citation: DE MELO, PEDRO H. A. D. ; MIANI, RODRIGO SANCHES ; MIANI, R. S. ; ROSA, PEDRO FROSI . FamilyGuard: A Security Architecture for Anomaly Detection in Home Networks. SENSORS, v. 22, p. 2895, 2022. https://www.mdpi.com/1424-8220/22/8/2895
Published in Workshop de Trabalhos de Iniciação Científica e de Graduação (WTG - SBSeg 2022), 2022
Recommended citation: FIGUEIREDO, GUILHERME V. ; CATTELAN, RENAN G. ; MIANI, RODRIGO S. ; MIANI, R. S. . Sandbox as a Service: automatizando a configuracão do Cuckoo Sandbox e a geração de dados para análise de malware. In: Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais, 2022, Brasil. Anais Estendidos do XXII Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg Estendido 2022), 2022. p. 198. https://sol.sbc.org.br/index.php/sbseg_estendido/article/view/21710
Published in International Conference on Agents and Artificial Intelligence (ICAART 2022), 2022
Recommended citation: M. DE RESENDE, ADRIANO ; D. DE MELO, PEDRO ; SOUZA, JEFFERSON ; CATTELAN, RENAN ; MIANI, RODRIGO ; MIANI, R. S. . Traffic Classification of Home Network Devices using Supervised Learning. In: 14th International Conference on Agents and Artificial Intelligence, 2022, Online Streaming. Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022. v. 3. p. 114-120. https://pdfs.semanticscholar.org/beed/bdc9207d741b0324fcef4c806151736fc978.pdf
Published in International Conference of the Chilean Computer Science Society (SCCC 2022), 2022
Recommended citation: COLANTONI, MARCUS A. ; MIANI, RODRIGO S. ; MIANI, R. S. ; Pasquini, Rafael . Enabling Disaster Predictions on IoT Scenarios with Transfer Learning. In: 2022 41st International Conference of the Chilean Computer Science Society (SCCC), 2022, Santiago. 2022 41st International Conference of the Chilean Computer Science Society (SCCC), 2022. p. 1. https://ieeexplore.ieee.org/document/10000364
Published in Advanced Information Networking and Applications (AINA 2023), 2023
Recommended citation: ROCHA, M. S. ; BERNARDO, G. G. ; MUNDIM, L. ; ZARPELAO, B. B. ; MIANI, R. S. ; MIANI, R. S. . Supervised Machine Learning and Detection of Unknown Attacks: An Empirical Evaluation. In: Advanced Information Networking and Applications, 2023, Remoto. Proceedings of the 37th Advanced Information Networking and Applications (AINA 2023), 2023. v. 654. https://link.springer.com/chapter/10.1007/978-3-031-28451-9_33
Published in Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC 2023), 2023
Recommended citation: OSILVA, G. H. N. E. ; MIANI, R. S. ; MIANI, R. S. ; ZARPELAO, B. B. . Investigando o Impacto de Amostras Adversárias na Detecção de Intrusões em um Sistema Ciberfísico. In: Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, 2023, Brasília. Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC 2023), 2023. v. 1. https://sol.sbc.org.br/index.php/sbrc/article/view/24545
Published in Workshop de Trabalhos de Iniciação Científica e de Graduação (WTG - SBRC 2023), 2023
Recommended citation: BRENDO, M. ; MIANI, R. S. ; MIANI, R. S. ; PIROLA, T. R. . Redes Neurais Recorrentes para Geração de Senhas em Ataques de Força Bruta Baseado em Dicionário. In: Workshop de Trabalhos de Iniciação Científica e de Graduação (WTG - SBRC), 2023, Brasília. VI Workshop de Trabalhos de Iniciação Científica e de Graduação (WTG - SBRC 2023), 2023. v. 1. https://sol.sbc.org.br/index.php/sbrc_estendido/article/view/24646
Published in Computers & Security, 2023
Recommended citation: OLÍMPIO, GILBERTO ; Camargos, Lasaro ; MIANI, RODRIGO SANCHES ; FARIA, ELAINE RIBEIRO. Model Update for Intrusion Detection: Analyzing the Performance of Delayed Labeling and Active Learning Strategies. COMPUTERS & SECURITY, 2023. https://doi.org/10.1016/j.cose.2023.103451
Published in Simpósio Brasileiro em Segurança da Informação e de Sistemas Computacionais (SBSeg 2023), 2023
Recommended citation: JESUS FILHO, S. A. ; GABRIEL, P. H. R. ; MIANI, R. S . Extração e Análise de Indicadores de Comprometimento (IoCs) em Fóruns da Dark Web. In: Simpósio Brasileiro em Segurança da Informação e de Sistemas Computacionais (SBSeg), 2023, Juiz de Fora. Anais do Simpósio Brasileiro em Segurança da Informação e de Sistemas Computacionais, 2023. https://www.researchgate.net/publication/374166541_Extracao_e_Analise_de_Indicadores_de_Comprometimento_IoCs_em_Foruns_da_Dark_Web
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Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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