Mario Lemes Proença Jr.

According to our database, Mario Lemes Proença Jr. authored at least 72 papers between 2001 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Generative adversarial networks to detect intrusion and anomaly in IP flow-based networks.

Vitor G. da Silva Ruffo, Daniel M. Brandão Lent, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.

Future Gener. Comput. Syst., 2025

2024

Generative Adversarial Network Models for Anomaly Detection in Software-Defined Networks.

Alexandro Marcelo Zacaron, Daniel M. Brandão Lent, Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Mario Lemes Proença Jr.

J. Netw. Syst. Manag., October, 2024

Anomaly and intrusion detection using deep learning for software-defined networks: A survey.

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.

Expert Syst. Appl., 2024

An Unsupervised Generative Adversarial Network System to Detect DDoS Attacks in SDN.

Daniel M. Brandão Lent, Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

IEEE Access, 2024

2023

Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners.

Sylvio Barbon, Rodrigo Capobianco Guido, Gabriel Jonas Aguiar, Everton José Santana, Mario Lemes Proença Jr., Hemant A. Patil

Speech Commun., July, 2023

2022

Unsupervised online anomaly detection in Software Defined Network environments.

Gustavo F. Scaranti, Luiz Fernando Carvalho, Sylvio Barbon Junior, Jaime Lloret, Mario Lemes Proença Jr.

Expert Syst. Appl., 2022

A Gated Recurrent Unit Deep Learning Model to Detect and Mitigate Distributed Denial of Service and Portscan Attacks.

Daniel M. Brandão Lent, Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

IEEE Access, 2022

2021

A GRU deep learning system against attacks in software defined networks.

Marcos V. O. de Assis, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.

J. Netw. Comput. Appl., 2021

Adversarial Deep Learning approach detection and defense against DDoS attacks in SDN environments.

Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.

Future Gener. Comput. Syst., 2021

2020

Machine learning-based models for spectrum sensing in cooperative radio networks.

Caio Henrique Azolini Tavares, José Carlos Marinello, Mario Lemes Proença Jr., Taufik Abrão

IET Commun., 2020

Near real-time security system applied to SDN environments in IoT networks using convolutional neural network.

Marcos V. O. de Assis, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Jaime Lloret, Mario Lemes Proença Jr.

Comput. Electr. Eng., 2020

Artificial Immune Systems and Fuzzy Logic to Detect Flooding Attacks in Software-Defined Networks.

Gustavo F. Scaranti, Luiz Fernando Carvalho, Sylvio Barbon, Mario Lemes Proença Jr.

IEEE Access, 2020

Long Short-Term Memory and Fuzzy Logic for Anomaly Detection and Mitigation in Software-Defined Network Environment.

Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.

IEEE Access, 2020

2019

A comprehensive survey on network anomaly detection.

Gilberto Fernandes Jr., Joel J. P. C. Rodrigues, Luiz Fernando Carvalho, Jalal Al-Muhtadi, Mario Lemes Proença Jr.

Telecommun. Syst., 2019

Improved MB Cognitive Radio Spectrum Sensing Using Wavelet Spectrum Filtering.

Ricardo Tadashi Kobayashi, Aislan Gabriel Hernandes, Mario Lemes Proença Jr., Taufik Abrão

J. Circuits Syst. Comput., 2019

Wavelet against random forest for anomaly mitigation in software-defined networking.

Cinara Brenda Zerbini, Luiz Fernando Carvalho, Taufik Abrão, Mario Lemes Proença Jr.

Appl. Soft Comput., 2019

2018

Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets.

Sylvio Barbon Junior, Gabriel F. C. Campos, Gabriel M. Tavares, Rodrigo Augusto Igawa, Mario Lemes Proença Jr., Rodrigo Capobianco Guido

ACM Trans. Multim. Comput. Commun. Appl., 2018

Improved weighted average consensus in distributed cooperative spectrum sensing networks.

Aislan Gabriel Hernandes, Mario Lemes Proença Jr., Taufik Abrão

Trans. Emerg. Telecommun. Technol., 2018

Network Anomaly Detection System using Genetic Algorithm and Fuzzy Logic.

Anderson H. Hamamoto, Luiz Fernando Carvalho, Lucas Dias Hiera Sampaio, Taufik Abrão, Mario Lemes Proença Jr.

Expert Syst. Appl., 2018

An ecosystem for anomaly detection and mitigation in software-defined networking.

Luiz Fernando Carvalho, Taufik Abrão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.

Expert Syst. Appl., 2018

Fast Defense System Against Attacks in Software Defined Networks.

Marcos V. O. de Assis, Matheus P. Novaes, Cinara Brenda Zerbini, Luiz Fernando Carvalho, Taufik Abrão, Mario Lemes Proença Jr.

IEEE Access, 2018

2017

Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment.

Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon Junior, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Inf. Sci., 2017

Deep IP flow inspection to detect beyond network anomalies.

Alexandre Aguiar Amaral, Leonardo de Souza Mendes, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr.

Comput. Commun., 2017

A Game Theoretical Based System Using Holt-Winters and Genetic Algorithm With Fuzzy Logic for DoS/DDoS Mitigation on SDN Networks.

Marcos V. O. de Assis, Anderson H. Hamamoto, Taufik Abrão, Mario Lemes Proença Jr.

IEEE Access, 2017

A novel anomaly detection system to assist network management in SDN environment.

Luiz Fernando Carvalho, Gilberto Fernandes, Joel J. P. C. Rodrigues, Leonardo de Souza Mendes, Mario Lemes Proença Jr.

Proceedings of the IEEE International Conference on Communications, 2017

2016

MobiCoop: An Incentive-Based Cooperation Solution for Mobile Applications.

Bruno M. C. Silva, Joel J. P. C. Rodrigues, Neeraj Kumar, Mario Lemes Proença Jr., Guangjie Han

ACM Trans. Multim. Comput. Commun. Appl., 2016

Network anomaly detection using IP flows with Principal Component Analysis and Ant Colony Optimization.

Gilberto Fernandes Jr., Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

J. Netw. Comput. Appl., 2016

Account classification in online social networks with LBCA and wavelets.

Rodrigo Augusto Igawa, Sylvio Barbon, Katia Cristina Silva Paulo, Guilherme Sakaji Kido, Rodrigo Capobianco Guido, Mario Lemes Proença Jr., Ivan Nunes da Silva

Inf. Sci., 2016

Digital signature to help network management using flow analysis.

Mario Lemes Proença Jr., Gilberto Fernandes Jr., Luiz Fernando Carvalho, Marcos V. O. de Assis, Joel J. P. C. Rodrigues

Int. J. Netw. Manag., 2016

Unsupervised learning clustering and self-organized agents applied to help network management.

Luiz Fernando Carvalho, Sylvio Barbon Junior, Leonardo de Souza Mendes, Mario Lemes Proença Jr.

Expert Syst. Appl., 2016

2015

Scorpius: sFlow Network Anomaly Simulator.

Marcos V. O. de Assis, Mario Lemes Proença Jr.

J. Comput. Sci., 2015

Autonomous profile-based anomaly detection system using principal component analysis and flow analysis.

Gilberto Fernandes Jr., Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Appl. Soft Comput., 2015

ACO and GA metaheuristics for anomaly detection.

Anderson H. Hamamoto, Luiz Fernando Carvalho, Mario Lemes Proença Jr.

Proceedings of the 34th International Conference of the Chilean Computer Science Society, 2015

Statistical, forecasting and metaheuristic techniques for network anomaly detection.

Gilberto Fernandes, Eduardo H. M. Pena, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

2014

A seven-dimensional flow analysis to help autonomous network management.

Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Inf. Sci., 2014

Digital Signature of Network Segment Using Flow Analysis through Genetic Algorithm and ACO Metaheuristics.

Paulo R. Galego Hernandes, Luiz Fernando Carvalho, Mario Lemes Proença Jr.

Proceedings of the 33rd International Conference of the Chilean Computer Science Society, 2014

Anomaly detection using digital signature of network segment with adaptive ARIMA model and Paraconsistent Logic.

Eduardo H. M. Pena, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of the IEEE Symposium on Computers and Communications, 2014

Correlational paraconsistent machine for anomaly detection.

Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of the IEEE Global Communications Conference, 2014

2013

Anomaly Detection Using Metaheuristic Firefly Harmonic Clustering.

Mario H. A. C. Adaniya, Taufik Abrão, Mario Lemes Proença Jr.

J. Networks, 2013

Using Ant Colony Optimization metaheuristic and Dynamic Time Warping for anomaly detection.

Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Sylvio Barbon, Mario Lemes Proença Jr.

Proceedings of the 21st International Conference on Software, 2013

A hybrid approach for anomaly detection on large-scale networks using HWDS and entropy.

Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of the 21st International Conference on Software, 2013

Anomaly Detection Using Forecasting Methods ARIMA and HWDS.

Eduardo H. M. Pena, Marcos V. O. de Assis, Mario Lemes Proença Jr.

Proceedings of the 32nd International Conference of the Chilean Computer Science Society, 2013

Network Anomaly Detection by IP Flow Graph Analysis: A DDoS Attack Case Study.

Alexandre Aguiar Amaral, Leonardo de Souza Mendes, Eduardo H. M. Pena, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr.

Proceedings of the 32nd International Conference of the Chilean Computer Science Society, 2013

A mobile health application for outpatients medication management.

Bruno M. C. Silva, Ivo M. C. Lopes, Mickael B. Marques, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of IEEE International Conference on Communications, 2013

Digital signature to help network management using principal component analysis and K-means clustering.

Gilberto Fernandes, Alexandro M. Zacaron, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of IEEE International Conference on Communications, 2013

Holt-Winters statistical forecasting and ACO metaheuristic for traffic characterization.

Marcos V. O. de Assis, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of IEEE International Conference on Communications, 2013

A mobile health application for falls detection and biofeedback monitoring.

Edgar T. Horta, Ivo M. C. Lopes, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

Digital Signature of Network Segment using PCA, ACO and Holt-Winters for network management.

Luiz Fernando Carvalho, Marcos V. O. de Assis, Gilberto Fernandes, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

A novel anomaly detection system based on seven-dimensional flow analysis.

Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012

Inference of network anomaly propagation using spatio-temporal correlation.

Alexandre Aguiar Amaral, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Joel José Puga Coelho Rodrigues, Mario Lemes Proença Jr.

J. Netw. Comput. Appl., 2012

Hybrid heuristic-waterfilling game theory approach in MC-CDMA resource allocation.

Lucas Dias H. Sampaio, Taufik Abrão, Bruno A. Angelico, Moisés F. Lima, Mario Lemes Proença Jr., Paul Jean Etienne Jeszensky

Appl. Soft Comput., 2012

Ant Colony Optimization for Creating Digital Signature of Network Segments Using Flow Analysis.

Luiz Fernando Carvalho, Alexandro Marcelo Zacaron, Mario Henrique Akihiko da Costa Adaniya, Mario Lemes Proença Jr.

Proceedings of the 31st International Conference of the Chilean Computer Science Society, 2012

Time Series Forecasting Methods for Creating Digital Signature of Network Segments Using Flow Analysis.

Marcos Vinicius Oliveira de Assis, Alexandro Marcelo Zacaron, Mario Lemes Proença Jr.

Proceedings of the 31st International Conference of the Chilean Computer Science Society, 2012

E-learning solutions for cloud environments.

Tiago M. C. Simões, Joel J. P. C. Rodrigues, Jorge E. F. Costa, Mario Lemes Proença Jr.

Proceedings of the IEEE Latin America Conference on Cloud Computing and Communications, 2012

Digital Signature of Network Segment using Flow Analysis.

Alexandro M. Zacaron, Luiz Fernando Carvalho, Mario H. A. C. Adaniya, Taufik Abrão, Mario Lemes Proença Jr.

Proceedings of the DCNET, ICE-B and OPTICS 2012, 2012

Moni4VDTN: A monitoring system for vehicular delay-tolerant networks.

João N. Isento, João A. Dias, Fábio Canelo, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.

Proceedings of IEEE International Conference on Communications, 2012

Anomaly detection using DSNS and Firefly Harmonic Clustering Algorithm.

Mario H. A. C. Adaniya, Moisés F. Lima, Joel J. P. C. Rodrigues, Taufik Abrão, Mario Lemes Proença Jr.

Proceedings of IEEE International Conference on Communications, 2012

2011

A mobile health monitoring solution for weight control.

Ivo M. C. Lopes, Bruno M. C. Silva, Joel J. P. C. Rodrigues, Jaime Lloret Mauri, Mario Lemes Proença Jr.

Proceedings of the 2011 International Conference on Wireless Communications & Signal Processing, 2011

Anomaly Detection using Firefly Harmonic Clustering Algorithm.

Mario H. A. C. Adaniya, Moisés F. Lima, Lucas Dias H. Sampaio, Taufik Abrão, Mario Lemes Proença Jr.

Proceedings of the DCNET 2011 and OPTICS 2011, 2011

2010

Power-Rate Allocation in DS/CDMA Based on Discretized Verhulst Equilibrium

Lucas Dias H. Sampaio, Moisés F. Lima, Mario Lemes Proença Jr., Taufik Abrão

CoRR, 2010

Power Allocation in Multirate DS/CDMA Systems Based on Verhulst Equilibrium.

Lucas Dias H. Sampaio, Moisés F. Lima, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr., Taufik Abrão

Proceedings of IEEE International Conference on Communications, 2010

Networking Anomaly Detection Using DSNs and Particle Swarm Optimization with Re-Clustering.

Moisés F. Lima, Lucas Dias H. Sampaio, Bruno Bogaz Zarpelão, Joel J. P. C. Rodrigues, Taufik Abrão, Mario Lemes Proença Jr.

Proceedings of the Global Communications Conference, 2010

2009

Parameterized Anomaly Detection System with Automatic Configuration.

Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr., Joel J. P. C. Rodrigues

Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

2008

Metrics Application in Metropolitan Broadband Access Network Security Analysis.

Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.

Proceedings of the SECRYPT 2008, 2008

Dependency graph to improve notifications' semantic on anomaly detection.

Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.

Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008

Anomaly Detection Using DSNS and a Dependency Graph for SNMP Objects.

Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.

Proceedings of the Fourth Advanced International Conference on Telecommunications, 2008

2007

Anomaly Detection Aiming Pro-Active Management of Computer Network Based on Digital Signature of Network Segment.

Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.

J. Netw. Syst. Manag., 2007

2006

Baseline to help with network management.

Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Leonardo de Souza Mendes

Proceedings of the e-Business and Telecommunication Networks, 2006

2005

Anomaly Detection for Network Servers Using Digital Signature of Network Segment.

Mario Lemes Proença Jr., Bruno Bogaz Zarpelão, Leonardo de Souza Mendes

Proceedings of the Telecommunications 2005: Advanced Industrial Conference on Telecommunications / Service Assurance with Partial and Intermittent Resources Conference / E-Learning on Telecommunications Workshop (AICT / SAPIR / ELETE 2005), 2005

2004

The Hurst Parameter for Digital Signature of Network Segment.

Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Antônio Marcos Alberti, Leonardo de Souza Mendes

Proceedings of the Telecommunications and Networking, 2004

Baseline to Help with Network Management.

Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Leonardo de Souza Mendes

Proceedings of the ICETE 2004, 2004

2001

Cell Transfer Delay Monitoring in ATM Networks.

Fábio Sakuray, Antônio Marcos Alberti, Leonardo de Souza Mendes, Mario Lemes Proença Jr.

Proceedings of the 2nd Latin American Network Operations and Management Symposium, 2001