Papers

Research line
Cibersegurança
Year
2025
Testing the limits of SPDM: Authentication of intermittently connected devices
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
ALVES, RENAN C.A., FREITAS, OTÁVIO F., ALBERTINI, BRUNO C., SIMPLICIO, MARCOS A. Testing the limits of SPDM: Authentication of intermittently connected devices. COMPUTERS & SECURITY, v. 148, p. 104142, 2025.
Research line
Interoperabilidade e Integração de Cadeias
Year
2025
BehaviorXplore: A Behavior Testing Framework for Supervised Machine Learning Models
IAsmin Lead/Associated Researcher
Flávio S. Corrêa da Silva, Ana Cristina Vieira de Melo
Citation
Rafael O. Magalhaes, Ana Cristina Vieira de Melo, Flavio S. Correa da Silva. BehaviorXplore: A Behavior Testing Framework for Supervised Machine Learning Models. Applied Intelligence Journal. Springer, 2025.
Research line
Manutenção prescritiva
Year
2025
Enhancing rate of penetration prediction in drilling operations: A data stream framework approach
IAsmin Lead/Associated Researcher
João Roberto Bertini Junior (Pesquisador Associado)
Citation
JUNIOR, João Roberto Bertini, LAVI, Bahram. Enhancing rate of penetration prediction in drilling operations: A data stream framework approach. Engineering Applications of Artificial Intelligence, v. 143, p. 110034, 2025.
Research line
Cibersegurança
Year
2024
Auth4App: Streamlining authentication for integrated cyber-physical environments
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
QUINCOZES, VAGNER ERENO, MANSILHA, RODRIGO BRANDÃO, KREUTZ, DIEGO, MIERS, CHARLES CHRISTIAN, IMMICH, ROGER. Auth4App: Streamlining authentication for integrated cyber-physical environments. Journal of Information Security and Applications, v. 83, p. 103802-103815, 2024.
Research line
Cibersegurança
Year
2024
Classification and characterization of LoRaWAN energy depletion attacks
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
PROTO, A., MIERS, C., CARVALHO, T. Classification and characterization of LoRaWAN energy depletion attacks: A Review. IEEE SENSORS JOURNAL, v. 1, p. 1-16, 2024.
Research line
Cibersegurança
Year
2024
A lightweight architecture for detection and mitigation of energy depletion attacks in LPWAN
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
PROTO, A., MIERS, CHARLES CHRISTIAN, CARVALHO, T. C. M. B. A lightweight architecture for detection and mitigation of energy depletion attacks in LPWAN. In: In: Proceedings 14th International Conference on Computer Communication and Informatics (ICCCI), 2024, Coimbatore. v. 1. p. 1-6.
Research line
Cibersegurança
Year
2024
Credential Lifecycle Analysis in Private LoRaWAN Networks for Industrial IoT (IIoT)
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
SILVA, SERGIO, KOSLOVSKI, GUILHERME, PILLON, MAURICIO, MIERS, CHARLES. Credential Lifecycle Analysis in Private LoRaWAN Networks for Industrial IoT (IIoT). In: Proceedings of the 9th International Conference on Internet of Things, Big Data and Security, 2024, Angers. Lisboa: SCITEPRESS - Science and Technology Publications, 2024. v. 1. p. 157-165.
Research line
Cibersegurança
Year
2024
Architecture Based on the Energy Consumption of Sensors Against Energy Depletion Attacks in LoRaWAN
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
PROTO, ANDRÉ, MIERS, CHARLES, CARVALHO, TEREZA. An Intrusion Detection Architecture Based on the Energy Consumption of Sensors Against Energy Depletion Attacks in LoRaWAN. In: Proceedings of the 9th International Conference on Internet of Things, Big Data and Security, 2024, Angers. Lisboa: SCITEPRESS - Science and Technology Publications, 2024. v. 1. p. 268-275.
Research line
Cibersegurança
Year
2024
Estudo comparativo do uso de LLM para atividades de Red Team em LLM
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
ALVES, A. C. V., MIERS, C. Estudo comparativo do uso de LLM para atividades de Red Team em LLM. In: Anais da 21a Escola Regional de Redes de Computadores (ERRC 2024) / 8o Workshop Regional de Segurança da Informação e de Sistemas Computacionais (WRSeg 2024), 2024, Rio Grande/RS. Porto Alegre: SBC, 2024. v. 1. p. 1-6.
Research line
Cibersegurança
Year
2024
Detecção multimétrica distribuída de ataques de negação de serviço em redes de sensores sem fio definidas por software
IAsmin Lead/Associated Researcher
Cintia B. Margi
Citation
BARROS, M. P. S., SEGURA, G. A. N., Margi, Cíntia B. Detecção multimétrica distribuída de ataques de negação de serviço em redes de sensores sem fio definidas por software. In: VII Workshop de Trabalhos de Iniciação Científica e de Graduação, 2024, Niteroi, RJ. Anais estendidos do SBRC, 2024.
Research line
Cibersegurança
Year
2024
Improving Centralized Intrusion Detection with Hardware Operational Metrics in Internet of Things
IAsmin Lead/Associated Researcher
Cintia B. Margi
Citation
CARRER, ALEXANDRE MARQUES, MARGI, Cíntia Borges. Improving Centralized Intrusion Detection with Hardware Operational Metrics in Internet of Things. In: 2024 IEEE 49th Conference on Local Computer Networks (LCN), 2024, Normandy.
Research line
Cibersegurança
Year
2024
Design and implementation of intelligent packet filtering in IoT microcontroller-based devices
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
BERTOLI, GUSTAVO DE CARVALHO, FERNANDES, GABRIEL VICTOR C., MONICI, PEDRO H. BORGES, GUIBO, CÉSAR H. DE ARAUJO, SANTOS, ALDRI LUIZ DOS, PEREIRA JÚNIOR, LOURENÇO ALVEZ. Design and implementation of intelligent packet filtering in IoT microcontroller-based devices. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 15, p. 289-301, 2024.
Research line
Cibersegurança
Year
2024
Uncovering Hidden Risks in IoT devices: A Post-Pandemic National Study of SOHO Wi-Fi Router Security
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
FREITAS, OSMANY, TAFFAREL, FRANÇOA, SANTOS, ALDRI LUIZ DOS, JÚNIOR, LOURENÇO ALVES PEREIRA. Uncovering Hidden Risks in IoT devices: A Post-Pandemic National Study of SOHO Wi-Fi Router Security. JOURNAL OF INTERNET SERVICES AND APPLICATIONS, v. 15, p. 485-495, 2024.
Research line
Cibersegurança
Year
2024
Detecção de pessoas e dispositivos utilizando Channel State Information: IDS com features de camada física
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
TRINDADE, E. F. G., ALMEIDA, F. S., PEREIRA JR., LOURENÇO ALVES. Detecção de pessoas e dispositivos utilizando Channel State Information: IDS com features de camada física. In: Anais do XLII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC), 2024, Niteroi/RJ.
Research line
Cibersegurança
Year
2024
Além do Sinal: Autenticação Biofísica com Wi-Fi CSI e Raspberry Pi
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
TRINDADE, EDUARDO FABRÍCIO GOMES, ALMEIDA, FELIPE SILVEIRA DE, PEREIRA JUNIOR, LOURENÇO ALVES. Além do Sinal: Autenticação Biofísica com Wi-Fi CSI e Raspberry Pi. In: Anais do XXIV Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg'24), 2024, Brasil. p. 32.
Research line
Cibersegurança
Year
2024
Bifocal Agent: identificando automaticamente funções maliciosas para aumentar o foco do analista de malware
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
CHAHUD, LEONARDO GONÇALVES, ROCHA, RAFAEL OLIVEIRA DA, PEREIRA JR., LOURENÇO ALVES, DRAGO, IDILIO. Bifocal Agent: identificando automaticamente funções maliciosas para aumentar o foco do analista de malware. In: Anais do XXIV Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg'24), 2024, Brasil. p. 60.
Research line
Cibersegurança
Year
2024
DoH Deception: Evading ML-Based Tunnel Detection Models with Real-world Adversarial Examples
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
VALENTE, EMANUEL C. A., OSTI, ANDRÉ A., P. JÚNIOR, LOURENÇO A., ESTRELLA, JÚLIO C. DoH Deception: Evading ML-Based Tunnel Detection Models with Real-world Adversarial Examples. In: Anais do XXIV Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg'24), 2024, Brasil. p. 287.
Research line
Cibersegurança
Year
2024
Unveiling firmware weaknesses: An approach for large-scale security analysis
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
FREITAS, OSMANY BARROS DE, Pereira Júnior, Lourenço Alves. Unveiling firmware weaknesses: An approach for large-scale security analysis. In: Anais Estendidos do XXIV Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg Estendido'24), 2024, Brasil. p. 73.
Research line
Cibersegurança
Year
2024
Segurança Cibernética em Roteadores Wi-Fi: abordagem automatizada para Coleta e Análise de Firmware
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
BERTOLINO, GUILHERME, TAFFAREL, FRANÇOA, PEREIRA JUNIOR, LOURENÇO ALVES. Segurança Cibernética em Roteadores Wi-Fi: abordagem automatizada para Coleta e Análise de Firmware. In: Anais Estendidos do XXIV Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg Estendido'24), 2024, Brasil. p. 396.
Research line
Cibersegurança
Year
2024
Devil in the Noise: Detecting Advanced Persistent Threats with Backbone Extraction
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
VIANA, CAIO M. C., FERREIRA, CARLOS H. G., MURAI, FABRICIO, LUIZ DOS SANTOS, ALDRI, JÚNIOR, LOURENÇO ALVES PEREIRA. Devil in the Noise: Detecting Advanced Persistent Threats with Backbone Extraction. In: IEEE Symposium on Computers and Communications (ISCC), 2024, Paris.
Research line
Cibersegurança
Year
2024
Spider-Sense: Wi-Fi CSI as a Sixth Sense for Early Detection in Network Intrusion Detection Systems
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
ALMEIDA, F. S., TRINDADE, EDUARDO FABRÍCIO GOMES, PETTERSSON, M. I., MACHADO, R., Pereira Júnior, Lourenço Alves. Spider-Sense: Wi-Fi CSI as a Sixth Sense for Early Detection in Network Intrusion Detection Systems. In: In: 2024 IEEE Global Communications Conference (GLOBECOM), 2024, Cape Town, South Africa.
Research line
Cibersegurança
Year
2024
Roubo de Modelo para Ataque Adversarial em Sistemas de Detecção de Intrusão
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
MOREIRA, R. G., ROCHA, R. O., CHAHUD, L. G., PEREIRA JR., LOURENÇO ALVES. Roubo de Modelo para Ataque Adversarial em Sistemas de Detecção de Intrusão. In: Anais do XLII Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC), 2024, Niteroi/RJ.
Research line
Cibersegurança
Year
2024
Ferramentas de Jailbreaking para Grandes Modelos de Línguas - Aprendizado de Máquina no Contexto Adversário
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
MIERS, C. C., SIMPLICIO JR., M. A., ROJAS, M. A. T., OLIVEIRA, D. E. G. C., PAGLIUSO NETO, M. P., DAMIN, F. A. S., BULLA JUNIOR, R., HAYASHI, V. T. Ferramentas de Jailbreaking para Grandes Modelos de Línguas - Aprendizado de Máquina no Contexto Adversário. In: Minicursos do Simpósio Brasileiro em Segurança da Informação e de Sistemas Computacionais 1ed. Porto Alegre, RS, Brasil: Sociedade Brasileira de Computação, 2024, v. , p. 49-91.
Research line
Cibersegurança
Year
2024
Ambientes de Computação Segura
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
BULLA JUNIOR, R., YAMAMOTO, N., SIMPLICIO JR., M. A., BRAGA, L. J., KOVACH, S., RUGGIERO, W. V. Ambientes de Computação Segura. In: Minicursos do Simpósio Brasileiro em Segurança da Informação e de Sistemas Computacionais 1ed. Porto Alegre, RS, Brasil: Sociedade Brasileira de Computação, 2024, v., p. 49-91.
Research line
Cibersegurança
Year
2024
DVID: adding delegated authentication to SPIFFE trusted domains
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
JESSUP, A., COCHAK, H. Z., KOSLOVSKI, G. P., PILLON, M. A., MIERS, C. C., CORREIA, P. H. B., MARQUES, M. A., SIMPLICIO JR., M. A. DVID: adding delegated authentication to SPIFFE trusted domains. In: 38th International Conference on Advanced Information Networking and Applications (AINA), 2024, Kitakyushu, Japan. Lecture Notes on Data Engineering and Communications Technologies. Cham: Springer, 2024. v. 202. p. 1-12.
Research line
Cibersegurança
Year
2024
Enhancing SPIFFE/SPIRE Environment with a Nested Security Token Model
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
COCHAK, HENRIQUE, NETO, MILTON, MIERS, CHARLES, MARQUES, MARCO, SIMPLICIO JR., MARCOS. Enhancing SPIFFE/SPIRE Environment with a Nested Security Token Model. In: Proceedings of the 14th International Conference on Cloud Computing and Services Science, 2024, Angers. v. 14. p. 184-8.
Research line
Cibersegurança
Year
2024
SPDM-WiD: Uma Ferramenta para Inspeção de Pacotes do Security Protocol Data Model (SPDM)
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
FERREIRA, T. D., FREITAS, O. F., ALVES, R. C. A., ALBERTINI, B. C., SIMPLICIO JR, M. A., BATISTA, D. M. SPDM-WiD: Uma Ferramenta para Inspeção de Pacotes do Security Protocol Data Model (SPDM). In: Anais Extendidos do 42° Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos (SBRC 2024) - Salão de Ferramentas. Porto Alegre, RS, Brasil: Sociedade Brasileira de Computação. v. 42. p. 1-8.
Research line
Cibersegurança
Year
2024
Comparative Analysis of Permissioned Blockchains: Cosmos, Hyperledger Fabric, Quorum, and XRPL
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
CORREIA, P. H. B., SIMPLICIO JR., M. A., MIERS, C. C., PILLON, M. A., MARQUES, M. A., ERMILIVITCH, L. Comparative Analysis of Permissioned Blockchains: Cosmos, Hyperledger Fabric, Quorum, and XRPL. In: IEEE Cybermatics Congress, 2024, Copenhagen, Denmark. In: 2024 IEEE International Conference on Blockchain (Blockchain). New York, NY, USA: IEEE, 2024. v. 1. p. 1-8.
Research line
Digital Twin
Year
2024
Proposal of a Microservice Plug-and-Produce Architecture for Industry 4.0
IAsmin Lead/Associated Researcher
Eduardo Paciência Godoy
Citation
PONTAROLLI, RICARDO P., VIANA, EDUARDO A., GIGLIO, ROGER T., SISINNI, EMILIANO, FERRARI, PAOLO, Godoy, Eduardo P. Proposal of a Microservice Plug-and-Produce Architecture for Industry 4.0. In: 2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0 & IoT), 2024, Firenze. 2024 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0 & IoT), 2024. p. 198.
Research line
Digital Twin
Year
2024
Upgrading Legacy Systems for Industry 4.0 with Node-RED and OPC-UA
IAsmin Lead/Associated Researcher
Eduardo Paciência Godoy
Citation
DE SOUSA, DANIEL RIBEIRO, Godoy, Eduardo Paciência, CALDANA, VITOR MENDES. Upgrading Legacy Systems for Industry 4.0 with Node-RED and OPC-UA. In: 5th South American International Conference on Industrial Engineering and Operations Management, 2024, Bogota. Proceedings of the International Conference on Industrial Engineering and Operations Management. Michigan: IEOM Society International, 2024.
Research line
Digital Twin
Year
2024
Industrial Asset Management using IIoT and performance indicators
IAsmin Lead/Associated Researcher
Eduardo Paciência Godoy
Citation
DAVID, G. A., MONSON, P. M. C., AGUIAR, P. R., CONCEICAO JUNIOR, P. O., GODOY, E. P., KENNERLY, V. D. Industrial Asset Management using IIoT and performance indicators. In: Congresso Brasileiro de Automática 2024 (CBA 2024), 2024, Rio de Janeiro. Anais do CBA 2024. Rio de janeiro: SBA, 2024.
Research line
Digital Twin
Year
2024
Orquestração de Microsserviços usando IEC 61499 para Controle de Processos na Indústria 4.0
IAsmin Lead/Associated Researcher
Eduardo Paciência Godoy
Citation
GIGLIO, ROGER T., PONTAROLLI, R.P., VIANA, E. A., GODOY, E. P. Orquestração de Microsserviços usando IEC 61499 para Controle de Processos na Indústria 4.0. In: Congresso Brasileiro de Automática 2024 (CBA 2024), 2024, Rio de Janeiro. Anais do CBA 2024. Rio de janeiro: SBA, 2024.
Research line
Digital Twin
Year
2024
Digital Twin data architecture for Product-Service Systems
IAsmin Lead/Associated Researcher
Eduardo S. Zancul
Citation
DURAO, L. F. C. S., ZANCUL, E. S., SCHÜTZER, KLAUS. Digital Twin data architecture for Product-Service Systems. PROCEDIA CIRP, v. 121, p. 79-84, 2024.
Research line
Digital Twin
Year
2024
A digital twin design and implementation approach for industrial application leveraging programmable logic controllers
IAsmin Lead/Associated Researcher
Eduardo S. Zancul
Citation
ZANCUL, E. S., OLIVEIRA, A. M., WANG, Y., SCHUTZER, K., SCHLEICH, B. A digital twin design and implementation approach for industrial application leveraging programmable logic controllers. International Journal on Interactive Design and Manufacturing (IJIDeM), v. online, p. 1, 2024.
Research line
Digital Twin
Year
2024
Digital Twin of a battery-based EV charging station to support services
IAsmin Lead/Associated Researcher
Eduardo S. Zancul
Citation
ROMERAL, P. A. A. F., SANTOS, G. R., ZANCUL, E. S., GERZ, J., KEHRER, M., HEIMES, H. H., KAMPKER, A. Digital Twin of a battery-based EV charging station to support services. In: 34th CIRP Design Conference, 2024, Cranfield University. Procedia CIRP, 2024. v. 128. p. 698-703.
Research line
Digital Twin
Year
2024
A Fault Detection Framework Based on Data-Driven Digital Shadows
IAsmin Lead/Associated Researcher
Gilberto Francisco Martha de Souza
Citation
MICHALSKI, MIGUEL ANGELO DE CARVALHO, MELANI, ARTHUR HENRIQUE DE ANDRADE, DA SILVA, RENAN FAVARÃO, DE SOUZA, GILBERTO FRANCISCO MARTHA. A Fault Detection Framework Based on Data-Driven Digital Shadows. ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS, PART B: MECHANICAL ENGINEERING, v. 10, p. 1-47, 2024.
Research line
Digital Twin
Year
2024
A Digital Twin for Detecting Liquid-Liquid Interface in Containers
IAsmin Lead/Associated Researcher
Marcos de Sales Guerra Tsuzuki
Citation
Silva Jr, A. M., Tanabi, N., Barari, A., Pereira, L. O. V., Buiochi, F., TSUZUKI, MARCOS S.G. A Digital Twin for Detecting Liquid-Liquid Interface in Containers. In: 18th IFAC Symposium on Information Control Problems in Manufacturing, 2024, Austria. Proceedings of the 18th IFAC Symposium on Information Control Problems in Manufacturing, 2024.
Research line
Digital Twin
Year
2024
Modelo Virtual de Vazão de Gás para Medidores do Tipo Placa de Orifício
IAsmin Lead/Associated Researcher
Marcos de Sales Guerra Tsuzuki
Citation
Rodrigues, R. A., TSUZUKI, MARCOS S. G. Modelo Virtual de Vazão de Gás para Medidores do Tipo Placa de Orifício. In: CBA 2024, 2024, Rio de Janeiro. Anais do CBA 2024, 2024.
Research line
Interoperabilidade e Integração de Cadeias
Year
2024
Multi-Objective Evolution for Chemical Product Design
IAsmin Lead/Associated Researcher
Flávio S. Corrêa da Silva
Citation
Nitschke, Geoff, Bilal Aslan, and Flavio Correa Da Silva. Multi-Objective Evolution for Chemical Product Design. Proceedings of the Genetic and Evolutionary Computation Conference Companion. 2024.
Research line
Interoperabilidade e Integração de Cadeias
Year
2024
Towards a Transformer-Based Pre-trained Model for IoT Traffic Classification
IAsmin Lead/Associated Researcher
Flávio S. Corrêa da Silva
Citation
Bazaluk, B., Hamdan, M., Ghaleb, M., Gismalla, M. S., da Silva, F. S. C., & Batista, D. M. (2024, May). Towards a Transformer-Based Pre-trained Model for IoT Traffic Classification. In NOMS 2024-2024 IEEE Network Operations and Management Symposium (pp. 1-7). IEEE.
Research line
Manutenção prescritiva
Year
2024
Advancing EEG Classification with Transformer Architecture: A Case Study on P300 Potentials for Assistive Devices
IAsmin Lead/Associated Researcher
Adriano Galindo Leal (Pesquisador associado)
Citation
Galindo Leal, Adriano, Gomes de Novais, Victor Hugo Gonçalves. Advancing EEG Classification with Transformer Architecture: A Case Study on P300 Potentials for Assistive Devices. In: Arai, Kohei. (Org.). Lecture Notes in Networks and Systems. 1ed.Netherlands: Springer Nature Switzerland, 2024, v. 1068, p. 611-627.
Research line
Manutenção prescritiva
Year
2024
An Anti-Money Laundering Approach for the Brazilian Smart Contract/Digital Currency (DREX) Platform
IAsmin Lead/Associated Researcher
Adriano Galindo Leal (Pesquisador associado)
Citation
DE OLIVEIRA, JOSÉ RICARDO, Leal, Adriano Galindo. An Anti-Money Laundering Approach for the Brazilian Smart Contract/Digital Currency (DREX) Platform. In: 2024 6th Conference on Blockchain Research & Applications for Innovative Networks and Services (BRAINS), 2024, Berlin. 2024 6th Conference on Blockchain Research & Applications for Innovative Networks and Services (BRAINS), Berlin, Germany, 2024, pp. 1-4.
Research line
Manutenção prescritiva
Year
2024
Enhancing Anti-Money Laundering Protocols: Employing Machine Learning to Reduce False Positives and Improve Operational Cost Efficiency
IAsmin Lead/Associated Researcher
Adriano Galindo Leal (Pesquisador associado)
Citation
Jose, R., Oliveira and Adriano Galindo Leal∗. 2024. Enhancing Anti-Money Laundering Protocols: Employing Machine Learning to Reduce False Positives and Improve Operational Cost Efficiency. In 2024 The 8th International Conference on Advances in Artificial Intelligence ICAAI 2024), October 17-19, 2024, London, United Kingdom. ACM, New York, NY, USA, 10 Pages.
Research line
Manutenção prescritiva
Year
2024
A systematic review of the efficiency of P300-based digital spellers
IAsmin Lead/Associated Researcher
Adriano Galindo Leal (Pesquisador associado)
Citation
Victor Hugo Goncalves Gomes de Novais, Adriano Galindo Leal. 2024. A systematic review of the efficiency of P300-based digital spellers. In 2024 The 8th International Conference on Advances in Artificial Intelligence (ICAAI 2024), October 17--19, 2024, London, United Kingdom. ACM, New York, NY, USA 7 Pages. https://doi.org/10.1145/3704137.3704196
Research line
Manutenção prescritiva
Year
2024
Post-processing electrical impedance tomography reconstructions with incomplete data using convolutional neural networks
IAsmin Lead/Associated Researcher
André Kazuo Takahata (Pesquisador associado)
Citation
BERALDO, Roberto G. et al. Post-processing electrical impedance tomography reconstructions with incomplete data using convolutional neural networks. Applied Mathematics for Modern Challenges, p. 0-0, 2024.
Research line
Manutenção prescritiva
Year
2024
Simplex algorithm with column generation for a cutting stock problem in the paper industry
IAsmin Lead/Associated Researcher
Henrique Mohallem Paiva (Pesquisador associado)
Citation
BARROS, Vitor Augusto Menten de, PAIVA, Henrique Mohallem. Simplex algorithm with column generation for a cutting stock problem in the paper industry. In: LVI Simpósio Brasileiro de Pesquisa Operacional. 2024.
Research line
Manutenção prescritiva
Year
2024
Enhancing Auto-ML with Missing Value Imputation: A Case Study with TPOT2 Library and Industry 4.0
IAsmin Lead/Associated Researcher
Lilian Berton (PI)
Citation
Quispe, J. F., Vega-Oliveros, D. A., Berton, L. Enhancing Auto-ML with Missing Value Imputation: A Case Study with TPOT2 Library and Industry 4.0. Proceedings of Encontro Nacional de Inteligencia Artificial e Computacional, 2024. To appear.
Research line
Monitoramento emtempo real
Year
2024
Dataset on critical angular clamping speeds of fasteners
IAsmin Lead/Associated Researcher
Adalto Farias
Citation
FERREIRA, JEFERSON, Farias, Adalto, LEONARDI, FABRIZIO, BORDINASSI, ED C., BORTOLUSSI, ROBERTO, Delijaicov, Sergio. Dataset on critical angular clamping speeds of fasteners. DATA IN BRIEF, v. 52, p. 110022, 2024.
Research line
Monitoramento emtempo real
Year
2024
Predictive modelling of residual stress in turning of hard materials using radial basis function network enhanced with principal component analysis
IAsmin Lead/Associated Researcher
Adalto Farias
Citation
Farias, Adalto, PASCHOALINOTO, NELSON W., BORDINASSI, ED C., LEONARDI, FABRIZIO, DELIJAICOV, SÉRGIO. Predictive modelling of residual stress in turning of hard materials using radial basis function network enhanced with principal component analysis. ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH, v. 55, p. 101743, 2024.
Research line
Monitoramento emtempo real
Year
2024
Metamodel-based Hybrid Parametric Optimization with Static Prototype Validation for a Six-Axle Wheel Load Cell Design
IAsmin Lead/Associated Researcher
Adalto Farias
Citation
Delijaicov, Sergio, GOUVÊA, ANDERSON LUIZ SOUZA, LEONARDI, FABRIZIO, Farias, Adalto, BORDINASSI, ÉD CLÁUDIO. Metamodel-based Hybrid Parametric Optimization with Static Prototype Validation for a Six-Axle Wheel Load Cell Design. International Journal Of Automotive And Mechanical Engineering, v. 21, p. 11844-11856, 2024.
Research line
Monitoramento emtempo real
Year
2024
Smart resilience through IoT-enabled natural disaster management: A COVID-19 response in São Paulo state
IAsmin Lead/Associated Researcher
Alessandro Santiago dos Santos
Citation
SANTOS, ALESSANDRO S., GONCALES, ICARO, SILVA, ANGELINA, Neves, Rodrigo, TEIXEIRA, IGOR, BARBOSA, EDER, GAVA, VAGNER, YOSHIDA, OLGA. Smart resilience through IoT-enabled natural disaster management: A COVID-19 response in São Paulo state. IET Smart Cities, v. 1, p. 1, 2024.
Research line
Monitoramento emtempo real
Year
2024
Um estudo comparativo das estratégias utilizadas por trojans, spywares e ransomwares sob uma perspectiva de análise experimental
IAsmin Lead/Associated Researcher
Alessandro Santiago dos Santos
Citation
SANTOS, AS, Patrick Escórcia Taraborelli, GAVA, VAGNER LUIZ, SILVA, A. A. A.. Um estudo comparativo das estratégias utilizadas por trojans, spywares e ransomwares sob uma perspectiva de análise experimental. In: 20th CONTECSI - INTERNATIONAL CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGY MANAGEMENT VIRTUAL, 2024, São Paulo. Anais do 20th CONTECSI, 2024. v. 1.
Research line
Monitoramento emtempo real
Year
2024
Aplicação de heurísticas Espaço-temporais na análise de registro de chamadas (CDR) para a construção de base de dados de deslocamento urbano
IAsmin Lead/Associated Researcher
Alessandro Santiago dos Santos
Citation
Eder Mauricio Barbosa. Aplicação de heurísticas Espaço-temporais na análise de registro de chamadas (CDR) para a construção de base de dados de deslocamento urbano. 2024. Dissertação (Mestrado em Mestrado Profissional em Computação Aplicada) - Instituto de Pesquisas Tecnológicas do Estado de São Paulo. Orientador: Alessandro Santiago dos Santos.
Research line
Monitoramento emtempo real
Year
2024
Tribological Performance of Copper-Based Alloys and Composites
IAsmin Lead/Associated Researcher
Izabel Fernanda Machado
Citation
Márcio Rodrigues da Silva. Tribological Performance of Copper-Based Alloys and Composites. 2024. Tese (Doutorado em Engenharia Mecânica) - Escola Politécnica da USP. Orientador: Izabel Fernanda Machado.
Research line
Monitoramento emtempo real
Year
2024
Wear coefficient modeling of an indefinite chilled double pour (ICDP) cast iron using finite element method and machine learning
IAsmin Lead/Associated Researcher
Izabel Fernanda Machado
Citation
Arnaldo Oliveira Lima. Wear coefficient modeling of an indefinite chilled double pour (ICDP) cast iron using finite element method and machine learning. 2024. Tese (Doutorado em Engenharia Mecânica) - Escola Politécnica da USP, Fundação de Desenvolvimento Tecnológico da Engenharia. Orientador: Izabel Fernanda Machado.
Research line
Monitoramento emtempo real
Year
2024
Copper Alloys Performance in High-Pressure and Low-Velocity Conditions Using a Custom Tribometer
IAsmin Lead/Associated Researcher
Izabel Fernanda Machado
Citation
DA SILVA, MÁRCIO RODRIGUES, DOS SANTOS, VINÍCIUS TORRES, LOBO, FLÁVIA GONÇALVES, SEIXAS, DANIEL AYARROIO, MACHADO, I.F. Copper Alloys Performance in High-Pressure and Low-Velocity Conditions Using a Custom Tribometer. Applied Sciences-Basel, v. 14, p. 6001, 2024.
Research line
Monitoramento emtempo real
Year
2024
Scratch tests modeling using finite element applied to the design of materials' tribological performance
IAsmin Lead/Associated Researcher
Izabel Fernanda Machado
Citation
SERIACOPI, VANESSA, BORDINASSI, ED CLAUDIO, FARIAS, A., DRIEMEIER, LARISSA, MACHADO, I F. Scratch tests modeling using finite element applied to the design of materials' tribological performance. In: World Congress on Computational Mechanics - WCCM, 2024, Vancouver. World Congress on Computational Mechanics - WCCM 2024, 2024.
Research line
Monitoramento emtempo real
Year
2024
Análise numérica-experimental do fresamento de aços inoxidáveis em função de índice de plasticidade e energia específica de corte
IAsmin Lead/Associated Researcher
Izabel Fernanda Machado
Citation
SERIACOPI, VANESSA, BORDINASSI, ED CLAUDIO, FARIAS, A., SANTOS, M. O., PASCHOALINOTO, N., MACHADO, I F. Análise numérica-experimental do fresamento de aços inoxidáveis em função de índice de plasticidade e energia específica de corte. In: 25° Congresso Brasileiro de Engenharia e Ciência dos Materiais (25 CBECIMAT), 2024, Fortaleza.
Research line
Monitoramento emtempo real
Year
2024
A comparison study of myoelectric regression performances when estimating different types of joint kinematic data
IAsmin Lead/Associated Researcher
Larissa Driemeier
Citation
Becman, E. C., DRIEMEIER, L., LEVIN, ORON, SWINNEN, STEPHAN P., FORNER-CORDERO, ARTURO. A comparison study of myoelectric regression performances when estimating different types of joint kinematic data. EXPERT SYSTEMS WITH APPLICATIONS, v. 254, p. 124345, 2024.
Research line
Monitoramento emtempo real
Year
2024
A systematic metamodeling framework for optimizing energy absorption structures subjected to localized damage
IAsmin Lead/Associated Researcher
Larissa Driemeier
Citation
Costa, Edinilson, Driemeier, Larissa. A systematic metamodeling framework for optimizing energy absorption structures subjected to localized damage. In: 16th World Congress on Computational Mechanics and 4th Pan American Congress on Computational Mechanics, 2024, Vancouver, Canada. WCCM2024, 2024.
Research line
Monitoramento emtempo real
Year
2024
Identifying Technological Trends and Promoting Strategies to Boost Innovation and Technology Transfer: A Case Study on the Patent Portfolio of Brazilian Public Research Institutions
IAsmin Lead/Associated Researcher
Lester de Abreu Faria
Citation
BRANDAO NETO, N., FARIA, L. A., MELO, F. C. L. Identifying Technological Trends and Promoting Strategies to Boost Innovation and Technology Transfer: A Case Study on the Patent Portfolio of Brazilian Public Research Institutions. JOURNAL OF AEROSPACE TECHNOLOGY AND MANAGEMENT (ONLINE), v. 16, p. e1624, 2024.
Research line
Monitoramento emtempo real
Year
2024
Digital Twins in Military Operations: Optimizing Logistics and Responsiveness in Conflict Zones
IAsmin Lead/Associated Researcher
Lester de Abreu Faria
Citation
FARIA, L. A., ULIANA, C. T., GOMES, G. S., BARROS, P. H. N., GIMENEZ, V. B., WERNECK, H. Digital Twins in Military Operations: Optimizing Logistics and Responsiveness in Conflict Zones. In: Simpósio de Aplicações Operacionais em Áreas de Defesa, 2024, São José dos Campos. Anais do Simpósio de Aplicações Operacionais em Áreas de Defesa, 2024.
Research line
Monitoramento emtempo real
Year
2024
Desenvolvimento de um sistema de gerenciamento de baterias passivo e universal para aplicações em veículos automotores por meio de um hardware e firmware dedicados
IAsmin Lead/Associated Researcher
Lester de Abreu Faria
Citation
Tobias Morato Portilho. Desenvolvimento de um sistema de gerenciamento de baterias passivo e universal para aplicações em veículos automotores por meio de um hardware e firmware dedicados. 2024. Dissertação (Mestrado em Engenharia Eletrônica e Computação) - Instituto Tecnológico de Aeronáutica, Fundação de Desenvolvimento da Pesquisa. Orientador: Lester de Abreu Faria.
Research line
Monitoramento emtempo real
Year
2024
Metodologia para estimação do estado de carga de baterias para sistemas de gerenciamento de baterias (BMS) passivos e universais
IAsmin Lead/Associated Researcher
Lester de Abreu Faria
Citation
Eli Ana Costa Camargo. Metodologia para estimação do estado de carga de baterias para sistemas de gerenciamento de baterias (BMS) passivos e universais. 2024. Dissertação (Mestrado em Engenharia Eletrônica e Computação) - Instituto Tecnológico de Aeronáutica, Fundação de Desenvolvimento da Pesquisa. Orientador: Lester de Abreu Faria.
Research line
Monitoramento emtempo real
Year
2024
A Implementação e Uso de Gêmeos Digitais no Planejamento de Operações Militares Aéreas: Um Estudo de Caso na Força Aérea Brasileira
IAsmin Lead/Associated Researcher
Lester de Abreu Faria
Citation
Guilherme Bemvenho Gugisch. A Implementação e Uso de Gêmeos Digitais no Planejamento de Operações Militares Aéreas: Um Estudo de Caso na Força Aérea Brasileira. 2024. Monografia. (Aperfeiçoamento/Especialização em Curso de Especialização de Análise Operacional (CEAO)) - Instituto Tecnológico de Aeronáutica, Comando da Aeronáutica. Orientador: Lester de Abreu Faria
Research line
Monitoramento emtempo real
Year
2024
Exploring the applications and impacts of voice assistants: a comprehensive review focused on education and academic services
IAsmin Lead/Associated Researcher
Regina Célia Coelho
Citation
Silva, F. N., COELHO, R. C., Araújo, W. R. V.C, Godoy, C. M. G. Exploring the applications and impacts of voice assistants: a comprehensive review focused on education and academic services. RENOTE. REVISTA NOVAS TECNOLOGIAS NA EDUCAÇÃO, v. 32, p. 320-329, 2024.
Research line
Monitoramento emtempo real
Year
2024
Mobile App for Assessing Hemifacial Spasm Treatment Response Using Machine Learning
IAsmin Lead/Associated Researcher
Regina Célia Coelho
Citation
da Silva, J. L. S., de Godoy, C. M. G., Osaki, T. H., Osaki, M. H., Yabumoto, C., COELHO, R. C. Mobile App for Assessing Hemifacial Spasm Treatment Response Using Machine Learning. IFMBE Proceedings. 1ed.: Springer Nature Switzerland, 2024, v. 99, p. 197-206.
Research line
Monitoramento emtempo real
Year
2024
ECG Signal Extraction from Intensive Care Unit Monitor Videos
IAsmin Lead/Associated Researcher
Regina Célia Coelho
Citation
e Silva, I. G. M., COELHO, R. C., Zibordi, I. A., Camargo, S. S., de Godoy, C. M. G. ECG Signal Extraction from Intensive Care Unit Monitor Videos. IFMBE Proceedings. 1ed.: Springer Nature Switzerland, 2024, v. 99, p. 159-166.
Research line
Monitoramento emtempo real
Year
2024
3-axis computer numerical control machine positioning error dataset for thermal error compensation
IAsmin Lead/Associated Researcher
Vanessa Seriacopi
Citation
FARIAS, ADALTO, SERIACOPI, VANESSA, DOS SANTOS, MARCELO OTÁVIO, BORDINASSI, ED CLAUDIO. 3-axis computer numerical control machine positioning error dataset for thermal error compensation. DATA IN BRIEF, v. 57, p. 110942, 2024.
Research line
Monitoramento emtempo real
Year
2024
Caracterização experimental e investigações estatísticas aplicadas ao aquecimento indutivo e têmpera local de chapas em projetos de estampagem a quente
IAsmin Lead/Associated Researcher
Vanessa Seriacopi
Citation
FARIAS, A., BORDINASSI, E. C., SERIACOPI, V., ROCHA, L. S. T., SANTOS, M. O., PASCHOALINOTO, N. W. Caracterização experimental e investigações estatísticas aplicadas ao aquecimento indutivo e têmpera local de chapas em projetos de estampagem a quente. In: 25° Congresso Brasileiro de Engenharia e Ciência dos Materiais (25 CBECIMAT), 2024, Fortaleza - CE - Brasil. Anais do 25° Congresso Brasileiro de Engenharia e Ciência dos Materiais (25 CBECIMAT). Fortaleza - CE - Brasil, 2024.
Research line
Monitoramento em tempo real
Year
2024
Bearing Fault Detection via Convolutional Neural Networks Using Low-Cost MEMS Accelerometers
IAsmin Lead/Associated Researcher
Wilson Carlos da Silva Junior
Citation
WILLENSHOFER, LUCAS ALMEIDA, SOUZA, CAIQUE MOVIO PEREIRA DE, SERIACOPI, V., DANTAS, R. D., DA SILVA JUNIOR, WILSON CARLOS. Bearing Fault Detection via Convolutional Neural Networks Using Low-Cost MEMS Accelerometers. Revista Caleidoscópio, v. 16, p. 49-55, 2024.
Research line
Monitoramento em tempo real
Year
2024
Detecção de Falhas em Rolamentos Baseado em Redes Neurais Convolucionais Utilizando Acelerômetro MEMS de Baixo Custo
IAsmin Lead/Associated Researcher
Wilson Carlos da Silva Junior
Citation
Carolina Yumi Siroma. Detecção de Falhas em Rolamentos Baseado em Redes Neurais Convolucionais Utilizando Acelerômetro MEMS de Baixo Custo. 2024. Iniciação Científica. (Graduando em Engenharia de Computação) - Instituto Federal de São Paulo. Orientador: Wilson Carlos da Silva Junior.
Research line
Cibersegurança
Year
2023
RSCAT: Towards zero touch congestion control based on actor-critic reinforcement learning and software-defined networking
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
DIEL, GUSTAVO, MIERS, CHARLES CHRISTIAN, PILLON, MAURÍCIO ARONNE, KOSLOVSKI, GUILHERME PIÊGAS. RSCAT: Towards zero touch congestion control based on actor-critic reinforcement learning and software-defined networking. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, v. 1, p. 103639-103649, 2023.
Research line
Cibersegurança
Year
2023
Identifying Network Congestion on SDN-Based Data Centers with Supervised Classification
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
OLIVEIRA, F. S., PILLON, M. A., MIERS, CHARLES CHRISTIAN, KOSLOVSKI, G. P. Identifying Network Congestion on SDN-Based Data Centers with Supervised Classification. In: Proc. of 37th International Conference on Advanced Information Networking and Applications (AINA), 2023, Juiz de Fora. v. 654. p. 222-234.
Research line
Cibersegurança
Year
2023
Process Automation and Monitoring Systems Based on IIoT Using Private LoRaWAN Networks: A Case Study of ArcelorMittal Vega Facilities
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
FARIAS DE CARVALHO, DANILO, MIERS, CHARLES. Process Automation and Monitoring Systems Based on IIoT Using Private LoRaWAN Networks: A Case Study of ArcelorMittal Vega Facilities. In: Proceedings of the 8th International Conference on Internet of Things, Big Data and Security, 2023, Prague. v. 1. p. 243-12.
Research line
Cibersegurança
Year
2023
Uma proposta de análise de desempenho para rastreamento de fluxos de trabalho usando SPIFFE/SPIRE
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
PAGLIUSI, MILTON P., MIERS, CHARLES C. Uma proposta de análise de desempenho para rastreamento de fluxos de trabalho usando SPIFFE/SPIRE. In: In: Anais da XXIII Escola Regional de Alto Desempenho da Região Sul (ERAD-RS'23), 2023, Brasil. p. 65-4.
Research line
Cibersegurança
Year
2023
Análise de desempenho de um método de rastreamento implementado como extensão do SPIFFE/SPIRE
IAsmin Lead/Associated Researcher
Charles C. Miers
Citation
PAGLIUSI, MILTON P., MARQUES, MARCO A., MIERS, CHARLES C. Análise de desempenho de um método de rastreamento implementado como extensão do SPIFFE/SPIRE. In: Anais da XX Escola Regional de Redes de Computadores (ERRC 2023), 2023, Brasil. Porto Alegre/RS: Sociedade Brasileira de Computação - SBC, 2023. v. 1. p. 97-103.
Research line
Cibersegurança
Year
2023
IDIT-SDN: Intrusion Detection Framework for Software-defined Wireless Sensor Networks
IAsmin Lead/Associated Researcher
Cintia B. Margi
Citation
SEGURA, GUSTAVO A. NUNEZ, CHORTI, ARSENIA, MARGI, Cíntia Borges. IDIT-SDN: Intrusion Detection Framework for Software-defined Wireless Sensor Networks. In: Anais Estendidos do Simpósio Brasileiro de Redes de Computadores e Sistemas Distribuídos, 2023, Brasil. p. 56-63.
Research line
Cibersegurança
Year
2023
Segurança em Internet das Coisas: Uma Análise de Comportamento de Rede sob Ataque
IAsmin Lead/Associated Researcher
Cintia B. Margi
Citation
CARRER, A. M., Margi, C.B. Segurança em Internet das Coisas: Uma Análise de Comportamento de Rede sob Ataque. In: XVII Workshop de Trabalhos de Iniciação Científica e de Graduação (WTICG) - Simpósio Brasileiro em Segurança da Informação e de Sistemas Computacionais (SBSeg), 2023, Juiz de Fora, MG. Porto Alegre: SBC. p. 1-12.
Research line
Cibersegurança
Year
2023
Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
DE CARVALHO BERTOLI, GUSTAVO, PEREIRA JUNIOR, LOURENÇO ALVES, SAOTOME, OSAMU, DOS SANTOS, ALDRI LUIZ. Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach. COMPUTERS & SECURITY, v. 1, p. 103106, 2023.
Research line
Cibersegurança
Year
2023
A Novel Mechanism for Misbehavior Detection in Vehicular Networks
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
VALENTINI, EDIVALDO PASTORI, FILHO, GERALDO PEREIRA ROCHA, DE GRANDE, ROBSON EDUARDO, RANIERI, CAETANO MAZZONI, JÚNIOR, LOURENÇO ALVES PEREIRA, MENEGUETTE, RODOLFO IPOLITO. A Novel Mechanism for Misbehavior Detection in Vehicular Networks. IEEE Access, v. 11, p. 68113-68126, 2023.
Research line
Cibersegurança
Year
2023
Federated Learning-based Architecture for Detecting Position Spoofing in Basic Safety Messages
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
BONFIM, KENNISTON ARRAES, DUTRA, FERNANDO DA SILVA, SIQUEIRA, CARLOS EDUARDO TRAVAGINI, MENEGUETTE, RODOLFO IPOLITO, DOS SANTOS, ALDRI LUIZ, JÚNIOR, LOURENÇO ALVES PEREIRA. Federated Learning-based Architecture for Detecting Position Spoofing in Basic Safety Messages. In: IEEE 97th Vehicular Technology Conference (VTC2023Spring), 2023, Florence
Research line
Cibersegurança
Year
2023
Does Asm2Vec Reduce Drift on Malware Classification?
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
ROCHA, R. O., ROSA, S., CASTAGNO, P., DRAGO, I., Pereira, L. A. Does Asm2Vec Reduce Drift on Malware Classification?. In: Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg), 2023, Juiz de Fora. Porto Alegre: Sociedade Brasileira de Computação.
Research line
Cibersegurança
Year
2023
SAUCY SPICE: uma nova abordagem eficiente para a detecção de malwares baseada em assinatura
IAsmin Lead/Associated Researcher
Lourenço A. Pereira Jr
Citation
CHAHUD, L. G., FAVORETTI, J. P., ROCHA, R. O., SANGY JUNIOR, N., VERRI, FILIPE, DRAGO, I., Pereira, L. A. SAUCY SPICE: uma nova abordagem eficiente para a detecção de malwares baseada em assinatura. In: Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais (SBSeg), 2023, Juiz de Fora. Porto Alegre: Sociedade Brasileira de Computação
Research line
Cibersegurança
Year
2023
Faster verification of V2X basic safety messages via Message Chaining
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
COMINETTI, E. L., SILVA, M. V. M., SIMPLICIO JR., M. A., PATIL, H. K., RICARDINI, J. E. Faster verification of V2X basic safety messages via Message Chaining. Vehicular Communications, v. 44, p. 100662, 2023.
Research line
Cibersegurança
Year
2023
Performance analysis of the Raft consensus algorithm on Hyperledger Fabric and Ethereum on cloud
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
BATTISTI, JOÃO H. F., BATISTA, VITOR E., KOSLOVSKI, GUILHERME P., PILLON, MAURÍCIO A., MIERS, CHARLES C., MARQUES, MARCO A., SIMPLÍCIO, MARCOS, KREUTZ, DIEGO. Performance analysis of the Raft consensus algorithm on Hyperledger Fabric and Ethereum on cloud. In: 2023 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2023, Naples. p. 155-160.
Research line
Cibersegurança
Year
2023
Fuzzing para o Protocolo TLS: Estado da Arte e Comparação de Fuzzers Existentes
IAsmin Lead/Associated Researcher
Marcos A. Simplicio Jr
Citation
VELOZO, FILIPE T., FERREIRA, THIAGO D., PACHECO, EDUARDO F., ALVES, RENAN C. A., SIMPLICIO JR., MARCOS A., ALBERTINI, BRUNO C., BATISTA, DANIEL M. Fuzzing para o Protocolo TLS: Estado da Arte e Comparação de Fuzzers Existentes. In: Anais Estendidos do XXIII Simpósio Brasileiro de Segurança da Informação e de Sistemas Computacionais, (SBSeg Estendido'23) 2023, Brasil. Porto Alegre, RS, Brasil: Sociedade Brasileira de Computação. v. 23. p. 303-307.
Research line
Digital Twin
Year
2023
Microservice-Oriented Architecture for Industry 4.0
IAsmin Lead/Associated Researcher
Eduardo Paciência Godoy
Citation
PONTAROLLI, RICARDO PASQUATI, BIGHETI, JEFERSON ANDRÉ, DE SÁ, LUCAS BORGES RODRIGUES, GODOY, EDUARDO PACIENCIA. Microservice-Oriented Architecture for Industry 4.0. Eng, v. 4, p. 1179-1197, 2023.
Research line
Digital Twin
Year
2023
Tecnologias Digitais Para o Monitoramento de Processos na Indústria 4.0
IAsmin Lead/Associated Researcher
Eduardo Paciência Godoy
Citation
SANTANA, JOÃO VITOR ROCHA, PONTAROLLI, RICARDO PASQUATI, Godoy, Eduardo Paciência. Tecnologias Digitais Para o Monitoramento de Processos na Indústria 4.0. In: 2023 15th IEEE International Conference on Industry Applications (INDUSCON), 2023, São Bernardo do Campo. 2023 15th IEEE International Conference on Industry Applications (INDUSCON), 2023. p. 1549.
Research line
Digital Twin
Year
2023
Orquestração de Microsserviços usando IEC 61131 para Controle de Processos na Indústria 4.0
IAsmin Lead/Associated Researcher
Eduardo Paciência Godoy
Citation
VIANA, EDUARDO AMARO, PONTAROLI, RICARDO PASQUATI, RODRIGUES DE SÁ, LUCAS BORGES, Godoy, Eduardo Paciência. Orquestração de Microsserviços usando IEC 61131 para Controle de Processos na Indústria 4.0. In: 2023 15th IEEE International Conference on Industry Applications (INDUSCON), 2023, São Bernardo do Campo. 2023 15th IEEE International Conference on Industry Applications (INDUSCON), 2023. p. 132.
Research line
Digital Twin
Year
2023
A framework to assess the impacts of digital electrical substations
IAsmin Lead/Associated Researcher
Eduardo S. Zancul
Citation
SANTOS, G. R., ZANCUL, E. S. A framework to assess the impacts of digital electrical substations. Smart Energy, v. 12, p. 100125, 2023.
Research line
Digital Twin
Year
2023
A Digital Twin for Production Control Based on Remaining Cycle Time Prediction
IAsmin Lead/Associated Researcher
Eduardo S. Zancul
Citation
LUGARESI, G., SANTOS, P. L. B., LONA, A. C., ROSSI, M., ZANCUL, E. S., MATTA, A. A Digital Twin for Production Control Based on Remaining Cycle Time Prediction. In: Winter Simulation Conference, 2023, San Antonio. Proceedings of the 2023 Winter Simulation Conference, 2023.
Research line
Interoperabilidade e Integração de Cadeias
Year
2023
Integração de Serviços MQTT Usando Blockchain
IAsmin Lead/Associated Researcher
Arlindo F. da Conceição, Vladimir Moreira
Citation
DE BARROS, CAMILA C., da Conceição, Arlindo F., Rocha, Vladimir. Integração de Serviços MQTT Usando Blockchain. In: 2023 15th IEEE International Conference on Industry Applications (INDUSCON), 2023, São Bernardo do Campo.
Research line
Interoperabilidade e Integração de Cadeias
Year
2023
A Computational Method to Support Chemical Product Design Based on Multi-objective Optimization and Graph Transformers
IAsmin Lead/Associated Researcher
Flávio S. Corrêa da Silva
Citation
da Silva, Flavio S. Correa, Bilal Aslan, and Geoff Nitschke. A Computational Method to Support Chemical Product Design Based on Multi-objective Optimization and Graph Transformers. ALIFE 2023: Ghost in the Machine: Proceedings of the 2023 Artificial Life Conference. MIT Press, 2023.
Research line
Interoperabilidade e Integração de Cadeias
Year
2023
Multi-objective Evolution for Automated Chemistry
IAsmin Lead/Associated Researcher
Flávio S. Corrêa da Silva
Citation
Aslan, Bilal, Flavio S. Correa da Silva, and Geoff Nitschke. Multi-objective Evolution for Automated Chemistry. 2023 IEEE Symposium Series on Computational Intelligence (SSCI). IEEE, 2023.
Research line
Manutenção prescritiva
Year
2023
Quantum machine learning for network intrusion detection systems, a systematic literature review
IAsmin Lead/Associated Researcher
Adriano Galindo Leal (Pesquisador associado)
Citation
NICESIO, Otavio Kiyatake, LEAL, Adriano Galindo, GAVA, Vagner Luiz. Quantum machine learning for network intrusion detection systems, a systematic literature review. In: 2023 IEEE 2nd International Conference on AI in Cybersecurity (ICAIC). IEEE, 2023. p. 1-6.
Research line
Manutenção prescritiva
Year
2023
A Systematic Literature Review of Machine Learning Approaches for In-Browser Cryptojacking Detection
IAsmin Lead/Associated Researcher
Adriano Galindo Leal (Pesquisador associado)
Citation
NICESIO, OTAVIO KIYATAKE , Leal, Adriano Galindo. A Systematic Literature Review of Machine Learning Approaches for In-Browser Cryptojacking Detection. In: 2023 7th Cyber Security in Networking Conference (CSNet), 2023, Montreal. 2023 7th Cyber Security in Networking Conference (CSNet), 2023. pp. 102-108.
Research line
Manutenção prescritiva
Year
2023
Application of Machine Learning Techniques for Identifying Emergency Conditions in Rainwater Galleries
IAsmin Lead/Associated Researcher
Adriano Galindo Leal (Pesquisador associado)
Citation
SILVA, C. M. F., Leal, Adriano Galindo, MORAES, L. A. M. F., Silles, Felipe Silva, Silva, C. L. A., GAVA, VAGNER LUIZ . Application of Machine Learning Techniques for Identifying Emergency Conditions in Rainwater Galleries. In: CILAMCE 2023 - The XLIV Ibero-Latin American Congress on Computational Methods in Engineering, 2023, Porto. XLIV Ibero-Latin American Congress on Computational Methods in Engineering (CILAMCE). Porto, Portugal: Universidade do Porto, 2023.
Research line
Manutenção prescritiva
Year
2023
A systematic review for class-imbalance in semi-supervised learning
IAsmin Lead/Associated Researcher
Lilian Berton (PI)
Citation
de Oliveira, W.D.G., Berton, L. A systematic review for class-imbalance in semi-supervised learning. Artif Intell Rev 56 (Suppl 2), 2349–2382 (2023). https://doi.org/10.1007/s10462-023-10579-0
Research line
Manutenção prescritiva
Year
2023
Analysis of active semi-supervised learning
IAsmin Lead/Associated Researcher
Lilian Berton (PI)
Citation
Lilian Berton, Felipe Mitsuishi, and Didier Vega Oliveros. 2023. Analysis of active semi-supervised learning. In Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing (SAC '23). Association for Computing Machinery, New York, NY, USA, 1122–1129. https://doi.org/10.1145/3555776.3577621