Papers

2025
Testing the limits of SPDM: Authentication of intermittently connected devices
Marcos A. Simplicio Jr Cybersecurity
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.
2025
BehaviorXplore: A Behavior Testing Framework for Supervised Machine Learning Models
Flávio S. Corrêa da Silva, Ana Cristina Vieira de Melo Interoperability and Supply Chain Integration
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.
2025
Enhancing rate of penetration prediction in drilling operations: A data stream framework approach
João Roberto Bertini Junior Prescriptive Maintenance
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.
2025
Next-Generation SPIFFE/SPIRE Identity Management Systems with Post-Quantum Cryptography Algorithms
Marcos A. Simplicio Jr Cybersecurity
CARDOSO, L. C.; MARQUES, M. A.; CORREIA, P. H. B.; COCHAK, H. Z.; MIERS, C. C.; SIMPLICIO, M. A. Next-Generation SPIFFE/SPIRE Identity Management Systems with Post-Quantum Cryptography Algorithms. In: 2025 IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 2025, Tromsø. 2025 IEEE 25th International Symposium on Cluster, Cloud and Internet Computing (CCGrid), 2025. v. 1. p. 154-10.
2025
NFT under proof: performance analysis of NFT Minting using Hyperledger Caliper
Marcos A. Simplicio Jr Cybersecurity
BATISTA, V. E.; KOSLOVSKI, G.; PILLON, M. A.; MIERS, C. C.; MARQUES, M.; SIMPLICIO JR., M. NFT under proof: performance analysis of NFT Minting using Hyperledger Caliper. In: 51a Conferência Latino-Americana de Informática (CLEI), 2025, Valparaíso. Proceedings of 51 CLEI, 2025. v. 1. p. 1-8.
2025
Comparative analysis of consensus protocols in blockchains: IBFT 2.0, QBFT, and SmartBFT
Marcos A. Simplicio Jr Cybersecurity
BUNN, CARLOS D. S.; PAGLIUSO NETO, MILTON P.; PILLON, M. A.; MIERS, C. C.; MARQUES, MARCO A.; SIMPLÍCIO JR., MARCOS A. Comparative analysis of consensus protocols in blockchains: IBFT 2.0, QBFT, and SmartBFT. In: IEEE Chilean Conference on Electrical Electronic Engineering, Informatics and Communications Technology (Chilecon), 2025, Valparaíso. Proceedings of IEEE Chilecon, 2025. v. 1. p. 1-6.
2025
Between Generation and Judgment: A Cloud-Native Framework for Adversarial Evaluation of LLM Alignment
Marcos A. Simplicio Jr Cybersecurity
DE OLIVEIRA, DIEGO E. G. CAETANO; MIERS, CHARLES C.; SIMPLICIO, MARCOS A.; Hayashi, Victor Takashi. Between Generation and Judgment: A Cloud-Native Framework for Adversarial Evaluation of LLM Alignment. In: 2025 lEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2025, Shenzhen. 2025 lEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2025. v. 1. p. 1-8.
2025
Container Orchestration Impact on SPIFFE Identity Artifacts: A Performance Analysis of Docker vs Kubernetes
Marcos A. Simplicio Jr Cybersecurity
COCHAK, HENRIQUE Z.; MIERS, CHARLES C.; MARQUES, MARCO A.; SIMPLÍCIO, MARCOS A. Container Orchestration Impact on SPIFFE Identity Artifacts: A Performance Analysis of Docker vs Kubernetes. In: 2025 lEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2025, Shenzhen. 2025 lEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2025. v. 1. p. 1-8.
2025
Proteção em hardware com Security Protocol and Data Model
Marcos A. Simplicio Jr Cybersecurity
BASTOS, G. C.; SIMPLICIO JR., M. A.; ALBERTINI, B. C. Proteção em hardware com Security Protocol and Data Model. In: Simpósio Brasileiro de Cibersegurança (SBSeg), 2025, Foz do Iguaçu/PR. Anais Estendidos do XXV Simpósio Brasileiro de Cibersegurança - Salão de Ferramentas. Porto Alegre, RS, Brasil: Sociedade Brasileira de Computação (SBC), 2025. v. 25. p. 85-92.
2025
Building a Labeled Smart Contract Dataset for Evaluating Vulnerability Detection Tools' Effectiveness
Marcos A. Simplicio Jr Cybersecurity
ACHJIAN, R. W.; SIMPLICIO JR., M. A. Building a Labeled Smart Contract Dataset for Evaluating Vulnerability Detection Tools' Effectiveness. In: Simpósio Brasileiro de Cibersegurança (SBSeg), 2025, Foz do Iguaçu/PR. Anais Estendidos do XXV Simpósio Brasileiro de Cibersegurança - Salão de Ferramentas. Porto Alegre, RS, Brasil: Sociedade Brasileira de Computação (SBC), 2025. v. 25. p. 1-10.
2025
Mecanismos de Transparência e Auditoria de Blockchains Permissionadas
Marcos A. Simplicio Jr Cybersecurity
CORREIA, P. H. B.; MARTINS, O. V.; SIMPLICIO JR., M. A. Mecanismos de Transparência e Auditoria de Blockchains Permissionadas. In: Simpósio Brasileiro de Cibersegurança (SBSeg), 2025, Foz do Iguaçu/PR. Anais Estendidos do XXV Simpósio Brasileiro de Cibersegurança - Salão de Ferramentas. Porto Alegre, Brasil: Sociedade Brasileira de Computação (SBC), 2025. v. 25. p. 48-56.
2025
Introducing two ROS attack variants: breaking one-more unforgeability of BZ blind signatures
Marcos A. Simplicio Jr Cybersecurity
RICARDO, BRUNO M. F.; CARDOSO, LUCAS C.; KIMURA, LEONARDO; SIMPLICIO JUNIOR, MARCOS A.; BARRETO, PAULO L. Introducing two ROS attack variants: breaking one-more unforgeability of BZ blind signatures. In: Simpósio Brasileiro de Cibersegurança, 2025, Brasil. Anais do XXV Simpósio Brasileiro de Cibersegurança (SBSeg 2025). Porto Alegre, RS, Brasil: Sociedade Brasileira de Computação, 2025. v. 25. p. 547-561.
2025
Benchmarking the security protocol and data model (SPDM) for component authentication
Marcos A. Simplicio Jr Cybersecurity
ALVES, R. C. A.; ALBERTINI, B. C.; SIMPLICIO JR, M. A. Benchmarking the security protocol and data model (SPDM) for component authentication. International Journal of Information Security, v. 24, p. 126-126, 2025.
2025
Distributed Intrusion Detection with Change Point Analysis in Resource Constrained Networks
Cintia B. Margi Cybersecurity
CARRER, ALEXANDRE M.; MARGI, Cíntia Borges. Distributed Intrusion Detection with Change Point Analysis in Resource Constrained Networks. In: 2025 IEEE Latin Conference on IoT (LCIoT), 2025, Fortaleza. p. 141-144.
2025
Searching for Diamonds: Cross-Domain Opportunities in Cyber Threat Intelligence
Lourenço A. Pereira Jr Cybersecurity
S. Barbieri, F. Luiz Dos Santos De Souza, M. Andrey Teixeira, C. Augusto Cavalheiro Marcondes and L. Alves Pereira, "Searching for Diamonds: Cross-Domain Opportunities in Cyber Threat Intelligence," in IEEE Access, vol. 13, pp. 189554-189588, 2025.
2025
Inside the Phishing Reel: Leveraging Browser Instrumentation to Analyse Evasive Phishing
Lourenço A. Pereira Jr Cybersecurity
FAVORETTI, João Pedro; DANTAS, Fernando; PEREIRA JR, Lourenço Alves. Inside the Phishing Reel: Leveraging Browser Instrumentation to Analyse Evasive Phishing. In: SIMPÓSIO BRASILEIRO DE CIBERSEGURANÇA (SBSEG), 25., 2025, Foz do Iguaçu/PR. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2025. p. 530-546.
2025
A3P: Advanced Airspace Availability Protocol for Dynamic and Trusted Drone Operations in Smart Cities
Lourenço A. Pereira Jr Cybersecurity
MELO, Andre Elias; SOUZA, Flavio Luiz dos Santos de; ALBARELLO, Rafael Hickmann; NUNES, Rodrigo Sergio dos Santos; GURTOV, Andrei; RIBEIRO, Carlo Henrique; MARCONDES, Cesar; PEREIRA JUNIOR, Lourenço Alves. A3P: Advanced Airspace Availability Protocol for Dynamic and Trusted Drone Operations in Smart Cities. In: TRILHA DE INTERAÇÃO COM A INDÚSTRIA E DE INOVAÇÃO - SIMPÓSIO BRASILEIRO DE CIBERSEGURANÇA (SBSEG), 25., 2025, Foz do Iguaçu/PR. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2025. p. 380-387.
2025
SkyLedger: Test Bed para o Gerenciamento do Espaço Aéreo para Sistemas de Transportes Inteligentes
Lourenço A. Pereira Jr Cybersecurity
MELO, Andre Elias; ALBARELLO, Rafael Hickmann; DOS SANTOS NUNES, Rodrigo Sergio; DE MORAIS GOMES, Reinaldo Cezar; MARCONDES, Cesar; PEREIRA JÚNIOR, Lourenço Alves. SkyLedger: Test Bed para o Gerenciamento do Espaço Aéreo para Sistemas de Transportes Inteligentes. In: TRILHA DE INOVAÇÃO E INTERAÇÃO COM A INDÚSTRIA - SIMPÓSIO BRASILEIRO DE REDES DE COMPUTADORES E SISTEMAS DISTRIBUÍDOS (SBRC), 43., 2025, Natal/RN. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2025. p. 388-393. ISSN 2177-9384.
2025
Benchmarking de Performance de Sistemas Distribuídos Aplicados à Mobilidade Aérea Urbana
Lourenço A. Pereira Jr Cybersecurity
NUNES, Rodrigo Sergio dos Santos; MELO, Andre Elias; ALBARELLO, Rafael Hickman; GOMES, Reinaldo Cezar de Morais; MARCONDES, Cesar; PEREIRA JUNIOR, Lourenço Alves. Benchmarking de Performance de Sistemas Distribuídos Aplicados à Mobilidade Aérea Urbana. In: WORKSHOP DE COMPUTAÇÃO URBANA (COURB), 9., 2025, Natal/RN. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2025. p. 321-334. ISSN 2595-2706.
2025
AnomalyTrack: Scalable and Self-Adaptive Anomaly Detection in Large-Scale 5G Networks
Lourenço A. Pereira Jr Cybersecurity
M. S. Da Silva, A. G. S. Rocha and L. A. Pereira, "AnomalyTrack: Scalable and Self-Adaptive Anomaly Detection in Large-Scale 5G Networks" 2025 IEEE Symposium on Computers and Communications (ISCC), Bologna, Italy, 2025, pp. 1-6
2025
Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection
Lourenço A. Pereira Jr Cybersecurity
L. H. De Melo, G. d. C. Bertoli, M. Nogueira, A. L. Dos Santos and L. A. Pereira, "Anomaly-Flow: A Multi-domain Federated Generative Adversarial Network for Distributed Denial-of-Service Detection" in IEEE Network
2025
Fixture devices monitoring for machining condition optimization aided by machine learning
Eduardo de Senzi Zancul Digital Twin
PERRONI.: F. A. O.; IBUSUKI, U.; ZANCUL, E. S.; SCHUTZER, K.; MENESES, C. N.; SOUSA, T. C. Fixture devices monitoring for machining condition optimization aided by machine learning. INTERNATIONAL JOURNAL OF MANUFACTURING TECHNOLOGY AND MANAGEMENT, v. 39, p. 406-422, 2025.
2025
An Information Architecture for Applying AI in Supporting Additive Manufacturing Machine Maintenance
Eduardo de Senzi Zancul Digital Twin
DURAO, L. F. C. S.; SCHMITT, F.; PAZ, J. C. R.; SILVA, D. D.; ZANCUL, E. S.; KIRCHNER, E. An Information Architecture for Applying AI in Supporting Additive Manufacturing Machine Maintenance. Zeitschrift für wirtschaftlichen Fabrikbetrieb, v. 120, p. 208-213, 2025.
2025
Information Modeling Using Asset Administration Shell for Legacy Manufacturing Systems
Eduardo Paciência Godoy Digital Twin
CALDANA, VITOR MENDES; BARBOSA, JOÃO PAULO PINHEIRO; GODOY, EDUARDO PACIENCIA. Information Modeling Using Asset Administration Shell for Legacy Manufacturing Systems. In: 6th South American International Conference on Industrial Engineering and Operations Management, 2025, Facens University. Proceedings of the International Conference on Industrial Engineering and Operations Management. Michigan: IEOM Society International, 2025.
2025
A Proposal for Production Control of Legacy Flexible Manufacturing Systems using Asset Administration Shell and Digital Twin
Eduardo Paciência Godoy Digital Twin
CALDANA, VITOR MENDES; FUMAGALLI, LUCA; Godoy, Eduardo Paciência. A Proposal for Production Control of Legacy Flexible Manufacturing Systems using Asset Administration Shell and Digital Twin. In: 6th South American International Conference on Industrial Engineering and Operations Management, 2025, Facens University. Proceedings of the International Conference on Industrial Engineering and Operations Management. Michigan: IEOM Society International, 2025
2025
Controle Adaptativo Auto ajustável De Processos Utilizando Microsserviços: Uma Abordagem Para a Indústria 4.0
Eduardo Paciência Godoy Digital Twin
NOGUEIRA, FÁBIO AUGUSTO; DA SILVA, RAFAEL SANCHEZ NAKAMURA; PONTAROLI, RICARDO PASQUATI; Godoy, Eduardo Paciência. Controle Adaptativo Auto ajustável De Processos Utilizando Microsserviços: Uma Abordagem Para a Indústria 4.0. In: 2025 16th IEEE International Conference on Industry Applications (INDUSCON), 2025, São Sebastião. 2025 16th IEEE International Conference on Industry Applications (INDUSCON), 2025. p. 9.
2025
Edge-based Microservice Orchestration using Node-RED for Process Control in Industry 4.0
Eduardo Paciência Godoy Digital Twin
DE SOUZA, MATHEUS RIVER; A. VIANA, EDUARDO; A. NOGUEIRA, FÁBIO; Godoy, Eduardo Paciência; PONTAROLLI, RICARDO PASQUATI. Edge-based Microservice Orchestration using Node-RED for Process Control in Industry 4.0. In: 6th South American International Conference on Industrial Engineering and Operations Management, 2025, Facens University. Proceedings of the International Conference on Industrial Engineering and Operations Management, 2025.
2025
Modeling and integration of digital twins: approaches, challenges, and connection with Industry 4.0
Fabrício Junqueira Digital Twin
AGUIRRE, J. J. G.; PESSOA, M. A. O.; MIYAGI, P. E.; JUNQUEIRA, F. Modeling and integration of digital twins: approaches, challenges, and connection with Industry 4.0. In: COBEM 28th ABCM International Congress of Mechanical Engineering, 2025, Curitiba. Proceedings. Curitiba: ABCM, 2025.
2025
Systematic review: digital twin applied In the product life cycle in the context of sustainability
Fabrício Junqueira Digital Twin
MIGUEL, R. G.; AGUIRRE, J. J. G.; JUNQUEIRA, F.; MIYAGI, P. E. Systematic review: digital twin applied In the product life cycle in the context of sustainability. In: COBEM 28th ABCM International Congress of Mechanical Engineering, 2025, Curitiba. Proceedings. Curitiba: ABCM, 2025.
2025
A systematic review of digital twin applications for sustainability
Fabrício Junqueira Digital Twin
MIGUEL, R. G.; JUNQUEIRA, F.; MIYAGI, P. E. A systematic review of digital twin applications for sustainability. In: INDUSCON 16th IEEE-IAS International Conference on Industry Applications, 2025, São Sebastião. Proceedings of INDUSCON´25. São Paulo: IEEE, 2025.
2025
A Multi-Criteria Framework for Selecting Machine Learning Techniques for Industrial Fault Prognosis
Gilberto Francisco Martha de Souza Digital Twin
MICHALSKI, MIGUEL A. DE C.; MURAD, CARLOS A.; KASHIWAGI, FABIO N.; De Souza, Gilberto F. M.; DA SILVA, HALLEY J. B.; CÔRTES, HYGHOR M. A Multi-Criteria Framework for Selecting Machine Learning Techniques for Industrial Fault Prognosis. IEEE Access, v. 13, p. 154508-154544, 2025.
2025
Wind Turbine Fault Detection Through Autoencoder-Based Neural Network and FMSA
Gilberto Francisco Martha de Souza Digital Twin
NOGUEIRA, WELKER FACCHINI; MELANI, ARTHUR HENRIQUE DE ANDRADE; DE SOUZA, GILBERTO FRANCISCO MARTHA. Wind Turbine Fault Detection Through Autoencoder-Based Neural Network and FMSA. SENSORS, v. 25, p. 4499, 2025.
2025
Digital Twins in Asset Prognosis and Health Management: Definitions, Applications, State of the Art, and Future Trends
Gilberto Francisco Martha de Souza Digital Twin
Penteado, Guilherme Umberto Saporito; DE CARVALHO MICHALSKI, MIGUEL ANGELO; DE SOUZA, GILBERTO FRANCISCO MARTHA. Digital Twins in Asset Prognosis and Health Management: Definitions, Applications, State of the Art, and Future Trends. In: Reis, J.C.G; Freires, F.G.M; Junior, M.V.; Barbastefano, R.G.; Sant'anna, A.M.O. (Org.). Springer Proceedings in Mathematics & Statistics. 1ed.Cham: Springer Nature Switzerland, 2025, v., p. 151-165.
2025
Design of a Robotic Work Cell Using Hierarchical Systems Approach and Visual Components Software
Paulo Eigi Miyagi Digital Twin
MIATLIUK, KANSTANTSIN; KOC, KRYSTIAN; ELIACIK, ATAKAN; Miyagi, Paulo E.; PESSOA, MARCOSIRIS A. O. Design of a Robotic Work Cell Using Hierarchical Systems Approach and Visual Components Software. Applied Sciences-Basel, v. 15, p. 4744, 2025.
2025
Robotic Work Cell Design and Robot Control Using Hierarchical Systems and Visual Components
Kanstantsin Miatliuk Digital Twin
MIATLIUK, KANSTANTSIN; GIENIUSZ, KAMIL; HOSCILO, BOGUSLAW; KUCIEJ, MICHAL; WOLNIAKOWSKI, ADAM; PESSOA, MARCOSIRIS A.O. Robotic Work Cell Design and Robot Control Using Hierarchical Systems and Visual Components. In: 2025 16th IEEE International Conference on Industry Applications (INDUSCON), 2025, São Sebastião. 2025 16th IEEE International Conference on Industry Applications (INDUSCON), 2025. p. 445.
2025
Ethics through the facets of Artificial Intelligence
Flávio S. Corrêa da Silva Interoperability and Supply Chain Integration
Correa da Silva, Flavio S. “Ethics through the facets of Artificial Intelligence”. arXiv publication, 2025.
2025
Large Language Models as Tools to Improve Bayesian Causal Discovery
Flávio S. Corrêa da Silva Interoperability and Supply Chain Integration
Bazaluk, B., Wang, B., Mauá, D., Correa da Silva, F. S. (2025). Large Language Models as Tools to Improve Bayesian Causal Discovery. In UAI 2025 Workshop on Causal Abstractions and Representations
2025
Enhancing Industrial Data Access with Text-to-SQL using Portuguese LLMs and LangGraph
Lilian Berton Prescriptive Maintenance
FREITAS, Christian; VEGA-OLIVEROS, Didier A.; BERTON, Lilian. Enhancing Industrial Data Access with Text-to-SQL using Portuguese LLMs and LangGraph. In: 2025 12th International Conference on Soft Computing & Machine Intelligence (ISCMI). IEEE, 2025. p. 278-282.
2025
WBT-BGRL: A Non-Contrastive Weighted Bipartite Link Prediction Model for Inductive Learning
Lilian Berton Prescriptive Maintenance
QUISPE, Joel Frank Huarayo; BERTON, Lilian; VEGA-OLIVEROS, Didier. WBT-BGRL: A Non-Contrastive Weighted Bipartite Link Prediction Model for Inductive Learning. arXiv preprint arXiv:2510.24927, 2025.
2025
Avaliação da Maturidade de Governança de Dados em Centros de Controle de Cidades Inteligentes: APLICAÇÃO NO COR-RJ
Alessandro Santiago dos Santos Monitoring and Real-time Control
Michele L. S. Puschi ; Érica Souza Siqueira ; AS SANTOS. Avaliação da Maturidade de Governança de Dados em Centros de Controle de Cidades Inteligentes: APLICAÇÃO NO COR-RJ. In: SEMEAD 2025 - XXVIII Seminários de Administração, 2025, São Paulo. Anais do XXVIII SEMEAD 2025 - Seminário de Administração. São Paulo: FEA - USP, 2025. v. 1.
2025
Abrasion wear of indefinite chill cast iron: Experimental and numerical approaches at multiple scales
Izabel Fernanda Machado Monitoring and Real-time Control
LIMA, ARNALDO OLIVEIRA; Machado, Izabel Fernanda. Abrasion wear of indefinite chill cast iron: Experimental and numerical approaches at multiple scales. WEAR, v. 571, p. 205823, 2025.
2025
Harnessing Machine Learning to Analyze Renewable Energy Research in Latin America and the Caribbean
Izabel Fernanda Machado Monitoring and Real-time Control
DE LA HOZ-M, JAVIER; ARIZA-ECHEVERRI, EDWAN A.; TABORDA, JOHN A.; VERGARA, DIEGO; MACHADO, IZABEL F. Harnessing Machine Learning to Analyze Renewable Energy Research in Latin America and the Caribbean. INFORMATION, v. 16, p. 906, 2025.
2025
Advanced Stochastic Modeling for Series Production Processes: A Markov Chains and Queuing Theory Approach to Optimizing Manufacturing Efficiency
Izabel Fernanda Machado Monitoring and Real-time Control
CAICEDO-SOLANO, NESTOR E.; PEÑA-GONZÁLEZ, DARWIN; VERGARA, DIEGO; MACHADO, IZABEL F.; ARIZA-ECHEVERRI, EDWAN ANDERSON. Advanced Stochastic Modeling for Series Production Processes: A Markov Chains and Queuing Theory Approach to Optimizing Manufacturing Efficiency. PROCESSES, v. 13, p. 3468, 2025.
2025
Modeling of erosion wear in labyrinths seals using CFD approach
Izabel Fernanda Machado Monitoring and Real-time Control
ANDRÉ, DANTAS FREIRE; SERIACOPI, VANESSA; SILVA, EMILIO CARLOS NELLI; MACHADO, IZABEL FERNANDA. Modeling of erosion wear in labyrinths seals using CFD approach. TRIBOLOGY (LEEDS. PRINT), v. 1, p. 1-21, 2025.
2025
Thermal error compensation: A segment modeling approach
Izabel Fernanda Machado Monitoring and Real-time Control
Biskupovic, A. E. M.; Lopes, M. V. M.; Seriacopi, V; Farias, A.; Bordinassi, Ed Claudio; Machado, I.F. Thermal error compensation: A segment modeling approach. In: 28th International Congress of Mechanical Engineering, 2025, Curitiba. COBEM 2025.
2025
Displacement Prediction and Temperature Control in Spark Plasma Sintering of Composites
Izabel Fernanda Machado Monitoring and Real-time Control
Biskupovic, A. E. M.; Lopes, M. V. M.; Seriacopi, V; Driemeier, Larissa; Machado, I.F. Displacement Prediction and Temperature Control in Spark Plasma Sintering of Composites. In: https://www.plansee-seminar.com/, 2025, Reutte. 21 Plansee Seminar. Reutte: Plansee Group, 2025. p. PS-HM-21 1590-1601.
2025
Preliminary Evaluation Of An Ai-Driven Grinding Machine Process Prediction
Izabel Fernanda Machado Monitoring and Real-time Control
Lopes, M. V. M.; Biskupovic, A. E. M.; Machado, I.F. Preliminary Evaluation Of An Ai-Driven Grinding Machine Process Prediction. In: 28th International Congress Of Mechanical Engineering, 2025, Curitiba. COBEM 2025. Rio de Janeiro: ABCM, 2025.
2025
Artificial Intelligence Algorithms to Predict Carbide Effect on Abrasive Wear
Izabel Fernanda Machado Monitoring and Real-time Control
Lima, A. O.; Seriacopi, V; Souza, R. M.; Machado, I.F. Artificial Intelligence Algorithms to Predict Carbide Effect on Abrasive Wear. In: International Conference on Refractory Metals and Hard Materials, 2025, Reutte. Plansee Seminar 21. Reutte: Plansee, 2025. p. PS-HM-9 - 1497-1508.
2025
Low-Resolution Neural Networks
Larissa Driemeier Monitoring and Real-time Control
CABRAL, E. L.; DRIEMEIER, L. Low-Resolution Neural Networks. https://doi.org/10.48550/arXiv.2502.08795, v. cs.LG, p. 1, 2025.
2025
Neural networks with low-resolution parameters
Larissa Driemeier Monitoring and Real-time Control
CABRAL, EDUARDO LOBO LUSTOSA; Driemeier, Larissa. Neural networks with low-resolution parameters. NEURAL NETWORKS, v. 191, p. 107763, 2025.
2025
Simulating and Embedding a Control System for Parking Maneuvers in a Prototype Autonomous Vehicle
Larissa Driemeier Monitoring and Real-time Control
REIS, RODRIGO GEBARA; DA SILVA, VICTOR ROCHA; D’ELIA, FELIPE G. M.; Driemeier, Larissa; MARTINS, THIAGO DE C. Simulating and Embedding a Control System for Parking Maneuvers in a Prototype Autonomous Vehicle. In: 2025 Brazilian Conference on Robotics (CROS), 2025, Belo Horizonte. 2025 Brazilian Conference on Robotics (CROS), 2025. p. 1.
2025
Advancements in cardiac biomodels using 3D printing and bioprinting for surgical planning and training: a systematic literature review
Regina Célia Coelho Monitoring and Real-time Control
DO ESPIRITO SANTO, CLINTON AUTO; COELHO, REGINA CELIA; KUNKEL, MARIA ELIZETE. Advancements in cardiac biomodels using 3D printing and bioprinting for surgical planning and training: a systematic literature review. RESEARCH ON BIOMEDICAL ENGINEERING, v. 41, p. 18-31, 2025.
2025
Mobile-Based Automated Eyelid Blink Detection and Movement Analysis: A Machine Learning Approach
Regina Célia Coelho Monitoring and Real-time Control
Bonesso, G. A.; Godoy, C. M. G.; Osaki, T. H.; Osaki, M. H.; COELHO, R. C. Mobile-Based Automated Eyelid Blink Detection and Movement Analysis: A Machine Learning Approach. In: The International Conference on Computational Science and its Application, 2025, Istambul. Computational Science and Its Applications ? ICCSA 2025. ICCSA 2025. Lecture Notes in Computer Science. Cham: Springer, 2025. v. 15648. p. 140-157.
2025
A Deep Learning-Based Computer Vision System for Automated Screw Detection in Vehicle Wheel Boxes: Enhancing Automotive Quality Control with Industry 4.0
Regina Célia Coelho Monitoring and Real-time Control
SAKUMA, D. T.; Godoy, C. M. G.; COELHO, R. C. A Deep Learning-Based Computer Vision System for Automated Screw Detection in Vehicle Wheel Boxes: Enhancing Automotive Quality Control with Industry 4.0. In: The International Conference on Computational Science and Its Applications, 2025, Turquia. Computational Science and Its Applications ? ICCSA 2025. ICCSA 2025. Lecture Notes in Computer Science. Cham: Springer, 2025. v. 15649. p. 3-17.
2025
Approach to stainless steel milling with integration of the plasticity index for surface characterization
Vanessa Seriacopi Monitoring and Real-time Control
SERIACOPI, VANESSA; FARIAS, ADALTO DE; BORDINASSI, ED CLAUDIO; PASCHOALINOTO, NELSON WILSON; SANTOS, MARCELO OTÁVIO DOS; MACHADO, IZABEL FERNANDA. APPROACH TO STAINLESS STEEL MILLING WITH INTEGRATION OF THE PLASTICITY INDEX FOR SURFACE CHARACTERIZATION. In: XXVII Colóquio de Usinagem, 2025, UFMG. Anais do Colóquio de Usinagem, 2025.
2025
Análise comparativa de acabamento superficial no fresamento da liga Ti-6Al-4V em diferentes estratégias de refrigeração
Vanessa Seriacopi Monitoring and Real-time Control
PASCHOALINOTO, NELSON WILSON; FILHO, ADERVAL; OTAVIO DOS SANTOS, MARCELO; SERIACOPI, VANESSA; BORDINASSI, ED CLAUDIO; DE FARIAS, ADALTO. Análise comparativa de acabamento superficial no fresamento da liga Ti-6Al-4V em diferentes estratégias de refrigeração. In: 13th Brazilian Congress on Manufacturing Engineering, 2025, Salvador, BA - Brasil. Procceedings of the 13th Brazilian Congress on Manufacturing Engineering, 2025.
2025
Evaluation of microconstituents and influence on the mechanical and tribological behaviour of an Al-Fe-Cr alloy obtained by laser-based powder bed fusion (PBF-LB)
Vanessa Seriacopi Monitoring and Real-time Control
LIMA, V A; LIMA, A O; SOUZA, R M; MACHADO, I F; SERIACOPI, V; KANG, N; EL MANSORI, M. Evaluation of microconstituents and influence on the mechanical and tribological behaviour of an Al-Fe-Cr alloy obtained by laser-based powder bed fusion (PBF-LB). Surface Topography-Metrology and Properties, v. 13, p. 035010, 2025.
2025
Curiosity and Affect-Driven Cognitive Architecture for HRI
Alexandre da Silva Simões Autonomous Systems, Robotics and Machine tools
BERTO, LETÍCIA; TANEVSKA, A.; AZEVEDO, A. C.; COSTA, P. D. P.; SIMOES, A. S.; GUDWIN, R. R.; REA, F.; COLOMBINI, E. L.; SCIUTTI, A. Curiosity and Affect-Driven Cognitive Architecture for HRI. IEEE Transactions on Affective Computing, v. 1, p. 1-18, 2025
2025
A General Framework for Reinforcement Learning in Cognitive Architectures
Alexandre da Silva Simões Autonomous Systems, Robotics and Machine tools
MORAIS, G.; YUJI, E.; COSTA, P. D. P.; SIMOES, A. S.; Gudwin, Ricardo R.; Colombini, Esther Luna. A General Framework for Reinforcement Learning in Cognitive Architectures. Cognitive Systems Research, v. 1, p. 101354, 2025.
2025
An episode encoding mechanism for cognitive architectures
Alexandre da Silva Simões Autonomous Systems, Robotics and Machine tools
SAKABE, E. Y.; CAMARGO, E.; SIMÕES, A. S.; COLOMBINI, E. L.; COSTA, PAULA D. P.; GUDWIN, R. R. An episode encoding mechanism for cognitive architectures. Cognitive Systems Research, v. 1, p. 101397, 2025.
2025
Dual or Unified: Optimizing Drive-Based Reinforcement Learning for Cognitive Autonomous Robots
Alexandre da Silva Simões Autonomous Systems, Robotics and Machine tools
ROSSI, LEONARDO L.; BERTO, LETÍCIA; COSTA, PAULA P.; GUDWIN, RICARDO; COLOMBINI, ESTHER; SIMÕES, ALEXANDRE. Dual or Unified: Optimizing Drive-Based Reinforcement Learning for Cognitive Autonomous Robots. Cognitive Systems Research, v. 95, p. 101422, 2025.
2025
Control of unmanned aerial vehicle using deep reinforcement learning approach
Alexandre da Silva Simões Autonomous Systems, Robotics and Machine tools
ALVES, A. N.; COLOMBINI, E. L.; SIMÕES, A. S. Control of unmanned aerial vehicle using deep reinforcement learning approach. In: 1st Brazilian Conference on Robotics (CROS2025), 2025, Belo Horizonte, MG. Proceedings of the 1st Brazilian Conference on Robotics (CROS2025), 2025.
2025
Representing Episodes: Space-Time Experiences for Cognitive Architectures
Alexandre da Silva Simões Autonomous Systems, Robotics and Machine tools
SILVA, B. G.; CAMARGO, E.; SIMÕES, A. S.; COLOMBINI, E. L.; COSTA, P. P.; Gudwin, Ricardo R. Representing Episodes: Space-Time Experiences for Cognitive Architectures. In: International Conference on Biologically Inspired Cognitive Architectures (BICA), 2025, Gudalajara, México. International Conference on Biologically Inspired Cognitive Architectures (BICA). Gudalajara, México: Gudalajara University Press, 2025. v. 1. p. 1.
2025
A motivational-based learning model for mobile robots
Alexandre da Silva Simões Autonomous Systems, Robotics and Machine tools
BERTO, L. M.; COSTA, P. D. P.; SIMOES, A. S.; GUDWIN, R. R.; COLOMBINI, E. L. A motivational-based learning model for mobile robots. In: IEEE International Conference on Development and Learning (ICDL 2025), 2025, Prague. Proceedings of the IEEE International Conference on Development and Learning (ICDL 2025). Prague: IEEE, 2025. v. 1.
2025
Aprendizado profundo para predição de consumo de energia em edifícios baseado em dados operacionais de ar-condicionado
Alexandre da Silva Simões Autonomous Systems, Robotics and Machine tools
PINTO, T. D.; SIMOES, A. S. Aprendizado profundo para predição de consumo de energia em edifícios baseado em dados operacionais de ar-condicionado. In: III Simpósio de Educação, Ciência e Tecnologia da Mantiqueira (SECITEM), 2025, São João da Boa Vista. Anais do III Simpósio de Educação, Ciência e Tecnologia da Mantiqueira (SECITEM), 2025.
2025
Control and Design of a Quasi-Y-Source Inverter for Vehicle-to-Grid Applications in Virtual Power Plants
Flavio Alessandro Serrão Gonçalves Autonomous Systems, Robotics and Machine tools
SANTOS, RAFAEL; GOMES LEITE, GUILHERME; GONÇALVES, FLÁVIO ALESSANDRO SERRÃO. Control and Design of a Quasi-Y-Source Inverter for Vehicle-to-Grid Applications in Virtual Power Plants. PROCESSES, v. 13, p. 2800, 2025.
2025
Contribuições ao Sistema de Gerenciamento de Potência em Plataformas FPSO através do Controle Coordenado de Conversores Multifuncionais
Flavio Alessandro Serrão Gonçalves Autonomous Systems, Robotics and Machine tools
PAES, FELIPE L.; SOUZA, LUCAS C.; ALONSO, AUGUSTO M. S.; PAREDES, HELMO K. M.; GONCALVES, FLAVIO A. S.; ARENAS, LUIS DE O.; MARAFAO, FERNANDO P. Contribuições ao Sistema de Gerenciamento de Potência em Plataformas FPSO através do Controle Coordenado de Conversores Multifuncionais. REVISTA ELETRÔNICA DE POTÊNCIA, v. 30, p. e202514, 2025.
2024
Auth4App: Streamlining authentication for integrated cyber-physical environments
Charles C. Miers Cybersecurity
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.
2024
Classification and characterization of LoRaWAN energy depletion attacks
Charles C. Miers Cybersecurity
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.
2024
A lightweight architecture for detection and mitigation of energy depletion attacks in LPWAN
Charles C. Miers Cybersecurity
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.
2024
Credential Lifecycle Analysis in Private LoRaWAN Networks for Industrial IoT (IIoT)
Charles C. Miers Cybersecurity
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.
2024
Architecture Based on the Energy Consumption of Sensors Against Energy Depletion Attacks in LoRaWAN
Charles C. Miers Cybersecurity
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.
2024
Estudo comparativo do uso de LLM para atividades de Red Team em LLM
Charles C. Miers Cybersecurity
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.
2024
Detecção multimétrica distribuída de ataques de negação de serviço em redes de sensores sem fio definidas por software
Cintia B. Margi Cybersecurity
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.
2024
Improving Centralized Intrusion Detection with Hardware Operational Metrics in Internet of Things
Cintia B. Margi Cybersecurity
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.
2024
Design and implementation of intelligent packet filtering in IoT microcontroller-based devices
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Uncovering Hidden Risks in IoT devices: A Post-Pandemic National Study of SOHO Wi-Fi Router Security
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Detecção de pessoas e dispositivos utilizando Channel State Information: IDS com features de camada física
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Além do Sinal: Autenticação Biofísica com Wi-Fi CSI e Raspberry Pi
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Bifocal Agent: identificando automaticamente funções maliciosas para aumentar o foco do analista de malware
Lourenço A. Pereira Jr Cybersecurity
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.
2024
DoH Deception: Evading ML-Based Tunnel Detection Models with Real-world Adversarial Examples
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Unveiling firmware weaknesses: An approach for large-scale security analysis
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Segurança Cibernética em Roteadores Wi-Fi: abordagem automatizada para Coleta e Análise de Firmware
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Devil in the Noise: Detecting Advanced Persistent Threats with Backbone Extraction
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Spider-Sense: Wi-Fi CSI as a Sixth Sense for Early Detection in Network Intrusion Detection Systems
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Roubo de Modelo para Ataque Adversarial em Sistemas de Detecção de Intrusão
Lourenço A. Pereira Jr Cybersecurity
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.
2024
Ferramentas de Jailbreaking para Grandes Modelos de Línguas - Aprendizado de Máquina no Contexto Adversário
Marcos A. Simplicio Jr Cybersecurity
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.
2024
Ambientes de Computação Segura
Marcos A. Simplicio Jr Cybersecurity
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.
2024
DVID: adding delegated authentication to SPIFFE trusted domains
Marcos A. Simplicio Jr Cybersecurity
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.
2024
Enhancing SPIFFE/SPIRE Environment with a Nested Security Token Model
Marcos A. Simplicio Jr Cybersecurity
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.
2024
SPDM-WiD: Uma Ferramenta para Inspeção de Pacotes do Security Protocol Data Model (SPDM)
Marcos A. Simplicio Jr Cybersecurity
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.
2024
Comparative Analysis of Permissioned Blockchains: Cosmos, Hyperledger Fabric, Quorum, and XRPL
Marcos A. Simplicio Jr Cybersecurity
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.
2024
Proposal of a Microservice Plug-and-Produce Architecture for Industry 4.0
Eduardo Paciência Godoy Digital Twin
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.
2024
Upgrading Legacy Systems for Industry 4.0 with Node-RED and OPC-UA
Eduardo Paciência Godoy Digital Twin
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.
2024
Industrial Asset Management using IIoT and performance indicators
Eduardo Paciência Godoy Digital Twin
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.
2024
Orquestração de Microsserviços usando IEC 61499 para Controle de Processos na Indústria 4.0
Eduardo Paciência Godoy Digital Twin
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.
2024
Digital Twin data architecture for Product-Service Systems
Eduardo S. Zancul Digital Twin
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.
2024
A digital twin design and implementation approach for industrial application leveraging programmable logic controllers
Eduardo S. Zancul Digital Twin
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.
2024
Digital Twin of a battery-based EV charging station to support services
Eduardo S. Zancul Digital Twin
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.
2024
A Fault Detection Framework Based on Data-Driven Digital Shadows
Gilberto Francisco Martha de Souza Digital Twin
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.
2024
A Digital Twin for Detecting Liquid-Liquid Interface in Containers
Marcos de Sales Guerra Tsuzuki Digital Twin
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.
2024
Modelo Virtual de Vazão de Gás para Medidores do Tipo Placa de Orifício
Marcos de Sales Guerra Tsuzuki Digital Twin
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.
2024
Multi-Objective Evolution for Chemical Product Design
Flávio S. Corrêa da Silva Interoperability and Supply Chain Integration
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.
2024
Towards a Transformer-Based Pre-trained Model for IoT Traffic Classification
Flávio S. Corrêa da Silva Interoperability and Supply Chain Integration
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.
2024
Advancing EEG Classification with Transformer Architecture: A Case Study on P300 Potentials for Assistive Devices
Adriano Galindo Leal (Pesquisador associado) Prescriptive Maintenance
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.
2024
An Anti-Money Laundering Approach for the Brazilian Smart Contract/Digital Currency (DREX) Platform
Adriano Galindo Leal (Pesquisador associado) Prescriptive Maintenance
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.
2024
Enhancing Anti-Money Laundering Protocols: Employing Machine Learning to Reduce False Positives and Improve Operational Cost Efficiency
Adriano Galindo Leal (Pesquisador associado) Prescriptive Maintenance
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.
2024
A systematic review of the efficiency of P300-based digital spellers
Adriano Galindo Leal (Pesquisador associado) Prescriptive Maintenance
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
2024
Post-processing electrical impedance tomography reconstructions with incomplete data using convolutional neural networks
André Kazuo Takahata (Pesquisador associado) Prescriptive Maintenance
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.
2024
Simplex algorithm with column generation for a cutting stock problem in the paper industry
Henrique Mohallem Paiva (Pesquisador associado) Prescriptive Maintenance
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.
2024
Enhancing Auto-ML with Missing Value Imputation: A Case Study with TPOT2 Library and Industry 4.0
Lilian Berton (PI) Prescriptive Maintenance
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.
2024
Dataset on critical angular clamping speeds of fasteners
Adalto Farias Monitoring and Real-time Control
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.
2024
Predictive modelling of residual stress in turning of hard materials using radial basis function network enhanced with principal component analysis
Adalto Farias Monitoring and Real-time Control
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.
2024
Metamodel-based Hybrid Parametric Optimization with Static Prototype Validation for a Six-Axle Wheel Load Cell Design
Adalto Farias Monitoring and Real-time Control
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.
2024
Smart resilience through IoT-enabled natural disaster management: A COVID-19 response in São Paulo state
Alessandro Santiago dos Santos Monitoring and Real-time Control
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.
2024
Um estudo comparativo das estratégias utilizadas por trojans, spywares e ransomwares sob uma perspectiva de análise experimental
Alessandro Santiago dos Santos Monitoring and Real-time Control
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.
2024
Aplicação de heurísticas Espaço-temporais na análise de registro de chamadas (CDR) para a construção de base de dados de deslocamento urbano
Alessandro Santiago dos Santos Monitoring and Real-time Control
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.
2024
Tribological Performance of Copper-Based Alloys and Composites
Izabel Fernanda Machado Monitoring and Real-time Control
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.
2024
Wear coefficient modeling of an indefinite chilled double pour (ICDP) cast iron using finite element method and machine learning
Izabel Fernanda Machado Monitoring and Real-time Control
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.
2024
Copper Alloys Performance in High-Pressure and Low-Velocity Conditions Using a Custom Tribometer
Izabel Fernanda Machado Monitoring and Real-time Control
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.
2024
Scratch tests modeling using finite element applied to the design of materials' tribological performance
Izabel Fernanda Machado Monitoring and Real-time Control
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.
2024
Análise numérica-experimental do fresamento de aços inoxidáveis em função de índice de plasticidade e energia específica de corte
Izabel Fernanda Machado Monitoring and Real-time Control
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.
2024
A comparison study of myoelectric regression performances when estimating different types of joint kinematic data
Larissa Driemeier Monitoring and Real-time Control
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.
2024
A systematic metamodeling framework for optimizing energy absorption structures subjected to localized damage
Larissa Driemeier Monitoring and Real-time Control
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.
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
Lester de Abreu Faria Monitoring and Real-time Control
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.
2024
Digital Twins in Military Operations: Optimizing Logistics and Responsiveness in Conflict Zones
Lester de Abreu Faria Monitoring and Real-time Control
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.
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
Lester de Abreu Faria Monitoring and Real-time Control
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.
2024
Metodologia para estimação do estado de carga de baterias para sistemas de gerenciamento de baterias (BMS) passivos e universais
Lester de Abreu Faria Monitoring and Real-time Control
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.
2024
A Implementação e Uso de Gêmeos Digitais no Planejamento de Operações Militares Aéreas: Um Estudo de Caso na Força Aérea Brasileira
Lester de Abreu Faria Monitoring and Real-time Control
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
2024
Exploring the applications and impacts of voice assistants: a comprehensive review focused on education and academic services
Regina Célia Coelho Monitoring and Real-time Control
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.
2024
Mobile App for Assessing Hemifacial Spasm Treatment Response Using Machine Learning
Regina Célia Coelho Monitoring and Real-time Control
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.
2024
ECG Signal Extraction from Intensive Care Unit Monitor Videos
Regina Célia Coelho Monitoring and Real-time Control
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.
2024
3-axis computer numerical control machine positioning error dataset for thermal error compensation
Vanessa Seriacopi Monitoring and Real-time Control
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.
2024
Caracterização experimental e investigações estatísticas aplicadas ao aquecimento indutivo e têmpera local de chapas em projetos de estampagem a quente
Vanessa Seriacopi Monitoring and Real-time Control
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.
2024
Bearing Fault Detection via Convolutional Neural Networks Using Low-Cost MEMS Accelerometers
Wilson Carlos da Silva Junior Monitoring and Real-time Control
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.
2024
Detecção de Falhas em Rolamentos Baseado em Redes Neurais Convolucionais Utilizando Acelerômetro MEMS de Baixo Custo
Wilson Carlos da Silva Junior Monitoring and Real-time Control
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.
2023
RSCAT: Towards zero touch congestion control based on actor-critic reinforcement learning and software-defined networking
Charles C. Miers Cybersecurity
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.
2023
Identifying Network Congestion on SDN-Based Data Centers with Supervised Classification
Charles C. Miers Cybersecurity
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.
2023
Process Automation and Monitoring Systems Based on IIoT Using Private LoRaWAN Networks: A Case Study of ArcelorMittal Vega Facilities
Charles C. Miers Cybersecurity
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.
2023
Uma proposta de análise de desempenho para rastreamento de fluxos de trabalho usando SPIFFE/SPIRE
Charles C. Miers Cybersecurity
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.
2023
Análise de desempenho de um método de rastreamento implementado como extensão do SPIFFE/SPIRE
Charles C. Miers Cybersecurity
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.
2023
IDIT-SDN: Intrusion Detection Framework for Software-defined Wireless Sensor Networks
Cintia B. Margi Cybersecurity
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.
2023
Segurança em Internet das Coisas: Uma Análise de Comportamento de Rede sob Ataque
Cintia B. Margi Cybersecurity
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.
2023
Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach
Lourenço A. Pereira Jr Cybersecurity
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.
2023
A Novel Mechanism for Misbehavior Detection in Vehicular Networks
Lourenço A. Pereira Jr Cybersecurity
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.
2023
Federated Learning-based Architecture for Detecting Position Spoofing in Basic Safety Messages
Lourenço A. Pereira Jr Cybersecurity
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
2023
Does Asm2Vec Reduce Drift on Malware Classification?
Lourenço A. Pereira Jr Cybersecurity
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.
2023
SAUCY SPICE: uma nova abordagem eficiente para a detecção de malwares baseada em assinatura
Lourenço A. Pereira Jr Cybersecurity
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
2023
Faster verification of V2X basic safety messages via Message Chaining
Marcos A. Simplicio Jr Cybersecurity
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.
2023
Performance analysis of the Raft consensus algorithm on Hyperledger Fabric and Ethereum on cloud
Marcos A. Simplicio Jr Cybersecurity
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.
2023
Fuzzing para o Protocolo TLS: Estado da Arte e Comparação de Fuzzers Existentes
Marcos A. Simplicio Jr Cybersecurity
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.
2023
Microservice-Oriented Architecture for Industry 4.0
Eduardo Paciência Godoy Digital Twin
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.
2023
Tecnologias Digitais Para o Monitoramento de Processos na Indústria 4.0
Eduardo Paciência Godoy Digital Twin
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.
2023
Orquestração de Microsserviços usando IEC 61131 para Controle de Processos na Indústria 4.0
Eduardo Paciência Godoy Digital Twin
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.
2023
A framework to assess the impacts of digital electrical substations
Eduardo S. Zancul Digital Twin
SANTOS, G. R.; ZANCUL, E. S. A framework to assess the impacts of digital electrical substations. Smart Energy, v. 12, p. 100125, 2023.
2023
A Digital Twin for Production Control Based on Remaining Cycle Time Prediction
Eduardo S. Zancul Digital Twin
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.
2023
Integração de Serviços MQTT Usando Blockchain
Arlindo F. da Conceição, Vladimir Moreira Interoperability and Supply Chain Integration
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.
2023
A Computational Method to Support Chemical Product Design Based on Multi-objective Optimization and Graph Transformers
Flávio S. Corrêa da Silva Interoperability and Supply Chain Integration
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.
2023
Multi-objective Evolution for Automated Chemistry
Flávio S. Corrêa da Silva Interoperability and Supply Chain Integration
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.
2023
Quantum machine learning for network intrusion detection systems, a systematic literature review
Adriano Galindo Leal (Pesquisador associado) Prescriptive Maintenance
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.
2023
A Systematic Literature Review of Machine Learning Approaches for In-Browser Cryptojacking Detection
Adriano Galindo Leal (Pesquisador associado) Prescriptive Maintenance
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.
2023
Application of Machine Learning Techniques for Identifying Emergency Conditions in Rainwater Galleries
Adriano Galindo Leal (Pesquisador associado) Prescriptive Maintenance
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.
2023
A systematic review for class-imbalance in semi-supervised learning
Lilian Berton (PI) Prescriptive Maintenance
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
2023
Analysis of active semi-supervised learning
Lilian Berton (PI) Prescriptive Maintenance
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