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ORCIDVitor Gabriel Da Silva Ruffo
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2020 – today
- 2025
[j5]Vitor Gabriel 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)- [j4]Vitor Gabriel Da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.:
f-AnoGAN for Unsupervised Attack Detection in SDN Environment. IEEE Trans. Netw. Sci. Eng. 12(4): 3271-3285 (2025) - 2024
- [j3]Daniel M. Brandão Lent, Vitor Gabriel 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) - [j2]Vitor Gabriel 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) - [j1]Alexandro Marcelo Zacaron, Daniel M. Brandão Lent, Vitor Gabriel 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) - [c2]Mateus Komarchesqui, Daniel M. Brandão Lent, Vitor Gabriel Da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.:
Explainable AI Feature Selection in Generative Adversarial Networks System aiming to detect DDoS Attacks. SDS 2024: 27-34 - [c1]Vitor Gabriel Da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.:
Unsupervised DDoS Detection Using Entropy Features and f-AnoGAN in Software-Defined Networks. SDS 2024: 35-41
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