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Trabalho de evento
DoH deception: evading ML-based tunnel detection models with real-world adversarial examples (2024)
Valente, Emanuel C. A; Osti, André Almeida ; Pereira Júnior, Lourenço Alves ; Estrella, Júlio Cezar
Source: Anais. Conference titles: Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais - SBSeg. Unidade: ICMC
Subjects: APRENDIZADO COMPUTACIONAL, ROBUSTEZ, SEGURANÇA DE REDES
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
VALENTE, Emanuel C. A et al. DoH deception: evading ML-based tunnel detection models with real-world adversarial examples. 2024, Anais.. Porto Alegre: SBC, 2024. Disponível em: https://doi.org/10.5753/sbseg.2024.241637. Acesso em: 27 nov. 2025.
APA
Valente, E. C. A., Osti, A. A., Pereira Júnior, L. A., & Estrella, J. C. (2024). DoH deception: evading ML-based tunnel detection models with real-world adversarial examples. In Anais. Porto Alegre: SBC. doi:10.5753/sbseg.2024.241637
NLM
Valente ECA, Osti AA, Pereira Júnior LA, Estrella JC. DoH deception: evading ML-based tunnel detection models with real-world adversarial examples [Internet]. Anais. 2024 ;[citado 2025 nov. 27 ] Available from: https://doi.org/10.5753/sbseg.2024.241637
Vancouver
Valente ECA, Osti AA, Pereira Júnior LA, Estrella JC. DoH deception: evading ML-based tunnel detection models with real-world adversarial examples [Internet]. Anais. 2024 ;[citado 2025 nov. 27 ] Available from: https://doi.org/10.5753/sbseg.2024.241637
Trabalho de evento
Context-aware monitoring for IoT: an approach based on agents, and federated learning (2023)
Curasma, Herminio Paucar ; Estrella, Júlio Cezar
Source: Proceedings. Conference titles: Latin-American Symposium on Dependable and Secure Computing - LADC. Unidade: ICMC
Subjects: ARQUITETURA DE SOFTWARE, SISTEMAS MULTIAGENTES, APRENDIZADO COMPUTACIONAL
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
CURASMA, Herminio Paucar e ESTRELLA, Júlio Cezar. Context-aware monitoring for IoT: an approach based on agents, and federated learning. 2023, Anais.. New York: ACM, 2023. Disponível em: https://doi.org/10.1145/3615366.3622791. Acesso em: 27 nov. 2025.
APA
Curasma, H. P., & Estrella, J. C. (2023). Context-aware monitoring for IoT: an approach based on agents, and federated learning. In Proceedings. New York: ACM. doi:10.1145/3615366.3622791
NLM
Curasma HP, Estrella JC. Context-aware monitoring for IoT: an approach based on agents, and federated learning [Internet]. Proceedings. 2023 ;[citado 2025 nov. 27 ] Available from: https://doi.org/10.1145/3615366.3622791
Vancouver
Curasma HP, Estrella JC. Context-aware monitoring for IoT: an approach based on agents, and federated learning [Internet]. Proceedings. 2023 ;[citado 2025 nov. 27 ] Available from: https://doi.org/10.1145/3615366.3622791
Artigo de periodico
Development of an efficiency platform based on MQTT for UAV controlling and DoS attack detection (2022)
Silva, Leandro Marcos da ; Menezes, Henrique Bonini de Britto ; Luccas, Matheus dos Santos ; Mailer, Christian ; Pinto, Alex Sandro Roschildt ; Boava, Adão ; Rodrigues, Mariana; Ferrão, Isadora Garcia ; Estrella, Júlio Cezar ; Branco, Kalinka Regina Lucas Jaquie Castelo
Source: Sensors. Unidade: ICMC
Subjects: AERONAVES NÃO TRIPULADAS, INTERNET DAS COISAS, INTELIGÊNCIA ARTIFICIAL, APRENDIZADO COMPUTACIONAL
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
SILVA, Leandro Marcos da et al. Development of an efficiency platform based on MQTT for UAV controlling and DoS attack detection. Sensors, v. 22, p. 1-20, 2022Tradução . . Disponível em: https://doi.org/10.3390/s22176567. Acesso em: 27 nov. 2025.
APA
Silva, L. M. da, Menezes, H. B. de B., Luccas, M. dos S., Mailer, C., Pinto, A. S. R., Boava, A., et al. (2022). Development of an efficiency platform based on MQTT for UAV controlling and DoS attack detection. Sensors, 22, 1-20. doi:10.3390/s22176567
NLM
Silva LM da, Menezes HB de B, Luccas M dos S, Mailer C, Pinto ASR, Boava A, Rodrigues M, Ferrão IG, Estrella JC, Branco KRLJC. Development of an efficiency platform based on MQTT for UAV controlling and DoS attack detection [Internet]. Sensors. 2022 ; 22 1-20.[citado 2025 nov. 27 ] Available from: https://doi.org/10.3390/s22176567
Vancouver
Silva LM da, Menezes HB de B, Luccas M dos S, Mailer C, Pinto ASR, Boava A, Rodrigues M, Ferrão IG, Estrella JC, Branco KRLJC. Development of an efficiency platform based on MQTT for UAV controlling and DoS attack detection [Internet]. Sensors. 2022 ; 22 1-20.[citado 2025 nov. 27 ] Available from: https://doi.org/10.3390/s22176567
Artigo de periodico
A TDD framework for automated monitoring in internet of things with machine learning (2022)
Hayashi, Victor Takashi ; Ruggiero, Wilson Vicente ; Estrella, Júlio Cezar ; Quintino Filho, Artino; Pita, Matheus Ancelmo Bonfim; Arakaki, Reginaldo ; Ribeiro, Cairo Mateus Neves; Trazzi, Bruno Manias ; Bulla Junior, Romeo
Source: Sensors. Unidades: EP, ICMC, EACH
Subjects: INTERNET DAS COISAS, APRENDIZADO COMPUTACIONAL, ENGENHARIA DE SOFTWARE
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
HAYASHI, Victor Takashi et al. A TDD framework for automated monitoring in internet of things with machine learning. Sensors, v. 22, n. 23, p. 1-25, 2022Tradução . . Disponível em: https://doi.org/10.3390/s22239498. Acesso em: 27 nov. 2025.
APA
Hayashi, V. T., Ruggiero, W. V., Estrella, J. C., Quintino Filho, A., Pita, M. A. B., Arakaki, R., et al. (2022). A TDD framework for automated monitoring in internet of things with machine learning. Sensors, 22( 23), 1-25. doi:10.3390/s22239498
NLM
Hayashi VT, Ruggiero WV, Estrella JC, Quintino Filho A, Pita MAB, Arakaki R, Ribeiro CMN, Trazzi BM, Bulla Junior R. A TDD framework for automated monitoring in internet of things with machine learning [Internet]. Sensors. 2022 ; 22( 23): 1-25.[citado 2025 nov. 27 ] Available from: https://doi.org/10.3390/s22239498
Vancouver
Hayashi VT, Ruggiero WV, Estrella JC, Quintino Filho A, Pita MAB, Arakaki R, Ribeiro CMN, Trazzi BM, Bulla Junior R. A TDD framework for automated monitoring in internet of things with machine learning [Internet]. Sensors. 2022 ; 22( 23): 1-25.[citado 2025 nov. 27 ] Available from: https://doi.org/10.3390/s22239498
Trabalho de evento
Improving IoT module testability with test-driven development and machine learning (2021)
Hayashi, Victor Takashi ; Ribeiro, Cairo Mateus Neves; Quintino Filho, Artino; Pita, Matheus Ancelmo Bonfim; Trazzi, Bruno Manias ; Estrella, Júlio Cezar ; Ruggiero, Wilson Vicente
Source: Proceedings. Conference titles: International Conference on Future Internet of Things and Cloud - FiCloud. Unidades: ICMC, EP, EACH
Subjects: INTERNET DAS COISAS, APRENDIZADO COMPUTACIONAL, PYTHON
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
HAYASHI, Victor Takashi et al. Improving IoT module testability with test-driven development and machine learning. 2021, Anais.. Piscataway: IEEE, 2021. Disponível em: https://doi.org/10.1109/FiCloud49777.2021.00066. Acesso em: 27 nov. 2025.
APA
Hayashi, V. T., Ribeiro, C. M. N., Quintino Filho, A., Pita, M. A. B., Trazzi, B. M., Estrella, J. C., & Ruggiero, W. V. (2021). Improving IoT module testability with test-driven development and machine learning. In Proceedings. Piscataway: IEEE. doi:10.1109/FiCloud49777.2021.00066
NLM
Hayashi VT, Ribeiro CMN, Quintino Filho A, Pita MAB, Trazzi BM, Estrella JC, Ruggiero WV. Improving IoT module testability with test-driven development and machine learning [Internet]. Proceedings. 2021 ;[citado 2025 nov. 27 ] Available from: https://doi.org/10.1109/FiCloud49777.2021.00066
Vancouver
Hayashi VT, Ribeiro CMN, Quintino Filho A, Pita MAB, Trazzi BM, Estrella JC, Ruggiero WV. Improving IoT module testability with test-driven development and machine learning [Internet]. Proceedings. 2021 ;[citado 2025 nov. 27 ] Available from: https://doi.org/10.1109/FiCloud49777.2021.00066
Trabalho de evento
Optimising scientific workflow execution using desktops, clusters and clouds (2017)
Oliveira, Edvard Martins de; Estrella, Júlio Cezar ; Costa, Fausto Guzzo da; Delbem, Alexandre Cláudio Botazzo ; Reiff-Marganiec, Stephan
Source: Proceedings. Conference titles: International Symposium on Computing and Networking - CANDAR. Unidade: ICMC
Subjects: COMPUTAÇÃO EM NUVEM, ALGORITMOS, APRENDIZADO COMPUTACIONAL, BIOINFORMÁTICA
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
OLIVEIRA, Edvard Martins de et al. Optimising scientific workflow execution using desktops, clusters and clouds. 2017, Anais.. Los Alamitos: IEEE, 2017. Disponível em: https://doi.org/10.1109/CANDAR.2017.100. Acesso em: 27 nov. 2025.
APA
Oliveira, E. M. de, Estrella, J. C., Costa, F. G. da, Delbem, A. C. B., & Reiff-Marganiec, S. (2017). Optimising scientific workflow execution using desktops, clusters and clouds. In Proceedings. Los Alamitos: IEEE. doi:10.1109/CANDAR.2017.100
NLM
Oliveira EM de, Estrella JC, Costa FG da, Delbem ACB, Reiff-Marganiec S. Optimising scientific workflow execution using desktops, clusters and clouds [Internet]. Proceedings. 2017 ;[citado 2025 nov. 27 ] Available from: https://doi.org/10.1109/CANDAR.2017.100
Vancouver
Oliveira EM de, Estrella JC, Costa FG da, Delbem ACB, Reiff-Marganiec S. Optimising scientific workflow execution using desktops, clusters and clouds [Internet]. Proceedings. 2017 ;[citado 2025 nov. 27 ] Available from: https://doi.org/10.1109/CANDAR.2017.100

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