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ORCIDLuiz Fernando Carvalho
Person information
- affiliation: Federal University of Technology - Paraná, Brazil
- affiliation: State University of Londrina, Brazil
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2020 – today
- 2025
[j20]Vitor G. da Silva Ruffo
, Daniel M. Brandão Lent, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.:
Generative adversarial networks to detect intrusion and anomaly in IP flow-based networks. Future Gener. Comput. Syst. 163: 107531 (2025)- 2024
- [j19]Daniel M. Brandão Lent, Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.:
An Unsupervised Generative Adversarial Network System to Detect DDoS Attacks in SDN. IEEE Access 12: 70690-70706 (2024) - [j18]Vitor G. da Silva Ruffo, Daniel M. Brandão Lent, Mateus Komarchesqui, Vinícius Ferreira Schiavon, Marcos Vinicius Oliveira de Assis, Luiz Fernando Carvalho, Mario Lemes Proença Jr.:
Anomaly and intrusion detection using deep learning for software-defined networks: A survey. Expert Syst. Appl. 256: 124982 (2024) - [j17]Alexandro Marcelo Zacaron, Daniel M. Brandão Lent, Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Mario Lemes Proença Jr.:
Generative Adversarial Network Models for Anomaly Detection in Software-Defined Networks. J. Netw. Syst. Manag. 32(4): 93 (2024) - 2022
- [j16]Daniel M. Brandão Lent, Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.:
A Gated Recurrent Unit Deep Learning Model to Detect and Mitigate Distributed Denial of Service and Portscan Attacks. IEEE Access 10: 73229-73242 (2022) - [j15]Gustavo F. Scaranti, Luiz Fernando Carvalho, Sylvio Barbon Junior, Jaime Lloret, Mario Lemes Proença Jr.:
Unsupervised online anomaly detection in Software Defined Network environments. Expert Syst. Appl. 191: 116225 (2022) - 2021
- [j14]Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.:
Adversarial Deep Learning approach detection and defense against DDoS attacks in SDN environments. Future Gener. Comput. Syst. 125: 156-167 (2021) - [j13]Marcos V. O. de Assis, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.:
A GRU deep learning system against attacks in software defined networks. J. Netw. Comput. Appl. 177: 102942 (2021) - 2020
- [j12]Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.:
Long Short-Term Memory and Fuzzy Logic for Anomaly Detection and Mitigation in Software-Defined Network Environment. IEEE Access 8: 83765-83781 (2020) - [j11]Gustavo F. Scaranti, Luiz Fernando Carvalho, Sylvio Barbon, Mario Lemes Proença Jr.:
Artificial Immune Systems and Fuzzy Logic to Detect Flooding Attacks in Software-Defined Networks. IEEE Access 8: 100172-100184 (2020) - [j10]Marcos V. O. de Assis, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Jaime Lloret, Mario Lemes Proença Jr.:
Near real-time security system applied to SDN environments in IoT networks using convolutional neural network. Comput. Electr. Eng. 86: 106738 (2020)
2010 – 2019
- 2019
- [j9]Cinara Brenda Zerbini, Luiz Fernando Carvalho, Taufik Abrão, Mario Lemes Proença Jr.:
Wavelet against random forest for anomaly mitigation in software-defined networking. Appl. Soft Comput. 80: 138-153 (2019) - [j8]Gilberto Fernandes Jr., Joel J. P. C. Rodrigues, Luiz Fernando Carvalho, Jalal Al-Muhtadi, Mario Lemes Proença Jr.:
A comprehensive survey on network anomaly detection. Telecommun. Syst. 70(3): 447-489 (2019) - 2018
- [j7]Marcos V. O. de Assis, Matheus P. Novaes, Cinara Brenda Zerbini, Luiz Fernando Carvalho, Taufik Abrão, Mario Lemes Proença Jr.:
Fast Defense System Against Attacks in Software Defined Networks. IEEE Access 6: 69620-69639 (2018) - [j6]Anderson H. Hamamoto, Luiz Fernando Carvalho, Lucas Dias Hiera Sampaio, Taufik Abrão, Mario Lemes Proença Jr.:
Network Anomaly Detection System using Genetic Algorithm and Fuzzy Logic. Expert Syst. Appl. 92: 390-402 (2018) - [j5]Luiz Fernando Carvalho, Taufik Abrão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.:
An ecosystem for anomaly detection and mitigation in software-defined networking. Expert Syst. Appl. 104: 121-133 (2018) - 2017
- [j4]Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon Junior, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.:
Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment. Inf. Sci. 420: 313-328 (2017) - [c10]Luiz Fernando Carvalho, Gilberto Fernandes, Joel J. P. C. Rodrigues, Leonardo de Souza Mendes, Mario Lemes Proença Jr.:
A novel anomaly detection system to assist network management in SDN environment. ICC 2017: 1-6 - 2016
- [j3]Luiz Fernando Carvalho, Sylvio Barbon Junior, Leonardo de Souza Mendes, Mario Lemes Proença Jr.:
Unsupervised learning clustering and self-organized agents applied to help network management. Expert Syst. Appl. 54: 29-47 (2016) - [j2]Mario Lemes Proença Jr., Gilberto Fernandes Jr., Luiz Fernando Carvalho, Marcos V. O. de Assis, Joel J. P. C. Rodrigues:
Digital signature to help network management using flow analysis. Int. J. Netw. Manag. 26(2): 76-94 (2016) - [j1]Gilberto Fernandes Jr., Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.:
Network anomaly detection using IP flows with Principal Component Analysis and Ant Colony Optimization. J. Netw. Comput. Appl. 64: 1-11 (2016) - 2015
- [c9]Gilberto Fernandes, Eduardo H. M. Pena, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.:
Statistical, forecasting and metaheuristic techniques for network anomaly detection. SAC 2015: 701-707 - [c8]Anderson H. Hamamoto, Luiz Fernando Carvalho, Mario Lemes Proença Jr.:
ACO and GA metaheuristics for anomaly detection. SCCC 2015: 1-6 - 2014
- [c7]Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.:
Correlational paraconsistent machine for anomaly detection. GLOBECOM 2014: 551-556 - [c6]Paulo R. Galego Hernandes, Luiz Fernando Carvalho, Mario Lemes Proença Jr.:
Digital Signature of Network Segment Using Flow Analysis through Genetic Algorithm and ACO Metaheuristics. SCCC 2014: 92-97 - 2013
- [c5]Luiz Fernando Carvalho, Marcos V. O. de Assis, Gilberto Fernandes, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.:
Digital Signature of Network Segment using PCA, ACO and Holt-Winters for network management. Healthcom 2013: 564-568 - [c4]Marcos V. O. de Assis, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.:
Holt-Winters statistical forecasting and ACO metaheuristic for traffic characterization. ICC 2013: 2524-2528 - [c3]Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Sylvio Barbon, Mario Lemes Proença Jr.:
Using Ant Colony Optimization metaheuristic and Dynamic Time Warping for anomaly detection. SoftCOM 2013: 1-5 - 2012
- [c2]Alexandro M. Zacaron, Luiz Fernando Carvalho, Mario H. A. C. Adaniya, Taufik Abrão, Mario Lemes Proença Jr.:
Digital Signature of Network Segment using Flow Analysis. DCNET/ICE-B/OPTICS 2012: 35-40 - [c1]Luiz Fernando Carvalho, Alexandro Marcelo Zacaron, Mario Henrique Akihiko da Costa Adaniya, Mario Lemes Proença Jr.:
Ant Colony Optimization for Creating Digital Signature of Network Segments Using Flow Analysis. SCCC 2012: 171-180
Coauthor Index
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