Mario Lemes Proença Jr.

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 28

Top Topics

Spectrum Sensing

Network Management

Anomaly Detection

Top Venues

Expert Syst. Appl.

J. Netw. Comput. Appl.

Publications

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 (2024)
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 (2024)
Sylvio Barbon, Rodrigo Capobianco Guido, Gabriel Jonas Aguiar, Everton José Santana, Mario Lemes Proença Jr., Hemant A. Patil
Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners. Speech Commun. 152 (2023)
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 (2022)
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 (2022)
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 (2021)
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 (2021)
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 (2020)
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 (2020)
Caio Henrique Azolini Tavares, José Carlos Marinello Filho, Mario Lemes Proença Jr., Taufik Abrão
Machine learning-based models for spectrum sensing in cooperative radio networks. IET Commun. 14 (18) (2020)
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 (2020)
Ricardo Tadashi Kobayashi, Aislan Gabriel Hernandes, Mario Lemes Proença Jr., Taufik Abrão
Improved MB Cognitive Radio Spectrum Sensing Using Wavelet Spectrum Filtering. J. Circuits Syst. Comput. 28 (8) (2019)
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 (2019)
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) (2019)
Sylvio Barbon Junior, Gabriel F. C. Campos, Gabriel M. Tavares, Rodrigo Augusto Igawa, Mario Lemes Proença Jr., Rodrigo Capobianco Guido
Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets. ACM Trans. Multim. Comput. Commun. Appl. 14 (1s) (2018)
Aislan Gabriel Hernandes, Mario Lemes Proença Jr., Taufik Abrão
Improved weighted average consensus in distributed cooperative spectrum sensing networks. Trans. Emerg. Telecommun. Technol. 29 (3) (2018)
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 (2018)
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 (2018)
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 (2018)
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 (2017)
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)
Alexandre Aguiar Amaral, Leonardo de Souza Mendes, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr.
Deep IP flow inspection to detect beyond network anomalies. Comput. Commun. 98 (2017)
Marcos V. O. de Assis, Anderson H. Hamamoto, Taufik Abrão, Mario Lemes Proença Jr.
A Game Theoretical Based System Using Holt-Winters and Genetic Algorithm With Fuzzy Logic for DoS/DDoS Mitigation on SDN Networks. IEEE Access 5 (2017)
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 (2016)
Bruno M. C. Silva, Joel J. P. C. Rodrigues, Neeraj Kumar, Mario Lemes Proença Jr., Guangjie Han
MobiCoop: An Incentive-Based Cooperation Solution for Mobile Applications. ACM Trans. Multim. Comput. Commun. Appl. 12 (4) (2016)
Rodrigo Augusto Igawa, Sylvio Barbon, Katia Cristina Silva Paulo, Guilherme Sakaji Kido, Rodrigo Capobianco Guido, Mario Lemes Proença Jr., Ivan Nunes da Silva
Account classification in online social networks with LBCA and wavelets. Inf. Sci. 332 (2016)
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) (2016)
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 (2016)
Gilberto Fernandes Jr., Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Autonomous profile-based anomaly detection system using principal component analysis and flow analysis. Appl. Soft Comput. 34 (2015)
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)
Anderson H. Hamamoto, Luiz Fernando Carvalho, Mario Lemes Proença Jr.
ACO and GA metaheuristics for anomaly detection. SCCC (2015)
Marcos V. O. de Assis, Mario Lemes Proença Jr.
Scorpius: sFlow Network Anomaly Simulator. J. Comput. Sci. 11 (4) (2015)
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)
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)
Eduardo H. M. Pena, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Anomaly detection using digital signature of network segment with adaptive ARIMA model and Paraconsistent Logic. ISCC (2014)
Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
A seven-dimensional flow analysis to help autonomous network management. Inf. Sci. 278 (2014)
Bruno M. C. Silva, Ivo M. C. Lopes, Mickael B. Marques, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
A mobile health application for outpatients medication management. ICC (2013)
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)
Gilberto Fernandes, Alexandro M. Zacaron, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Digital signature to help network management using principal component analysis and K-means clustering. ICC (2013)
Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
A novel anomaly detection system based on seven-dimensional flow analysis. GLOBECOM (2013)
Eduardo H. M. Pena, Marcos V. O. de Assis, Mario Lemes Proença Jr.
Anomaly Detection Using Forecasting Methods ARIMA and HWDS. SCCC (2013)
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)
Alexandre Aguiar Amaral, Leonardo de Souza Mendes, Eduardo H. M. Pena, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr.
Network Anomaly Detection by IP Flow Graph Analysis: A DDoS Attack Case Study. SCCC (2013)
Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
A hybrid approach for anomaly detection on large-scale networks using HWDS and entropy. SoftCOM (2013)
Edgar T. Horta, Ivo M. C. Lopes, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
A mobile health application for falls detection and biofeedback monitoring. Healthcom (2013)
Mario H. A. C. Adaniya, Taufik Abrão, Mario Lemes Proença Jr.
Anomaly Detection Using Metaheuristic Firefly Harmonic Clustering. J. Networks 8 (1) (2013)
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)
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)
Alexandre Aguiar Amaral, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Joel José Puga Coelho Rodrigues, Mario Lemes Proença Jr.
Inference of network anomaly propagation using spatio-temporal correlation. J. Netw. Comput. Appl. 35 (6) (2012)
Tiago M. C. Simões, Joel J. P. C. Rodrigues, Jorge E. F. Costa, Mario Lemes Proença Jr.
E-learning solutions for cloud environments. LatinCloud (2012)
Marcos Vinicius Oliveira de Assis, Alexandro Marcelo Zacaron, Mario Lemes Proença Jr.
Time Series Forecasting Methods for Creating Digital Signature of Network Segments Using Flow Analysis. SCCC (2012)
Mario H. A. C. Adaniya, Moisés F. Lima, Joel J. P. C. Rodrigues, Taufik Abrão, Mario Lemes Proença Jr.
Anomaly detection using DSNS and Firefly Harmonic Clustering Algorithm. ICC (2012)
João N. Isento, João A. Dias, Fábio Canelo, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
Moni4VDTN: A monitoring system for vehicular delay-tolerant networks. ICC (2012)
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)
Lucas Dias H. Sampaio, Taufik Abrão, Bruno A. Angelico, Moisés F. Lima, Mario Lemes Proença Jr., Paul Jean Etienne Jeszensky
Hybrid heuristic-waterfilling game theory approach in MC-CDMA resource allocation. Appl. Soft Comput. 12 (7) (2012)
Ivo M. C. Lopes, Bruno M. C. Silva, Joel J. P. C. Rodrigues, Jaime Lloret Mauri, Mario Lemes Proença Jr.
A mobile health monitoring solution for weight control. WCSP (2011)
Mario H. A. C. Adaniya, Moisés F. Lima, Lucas Dias H. Sampaio, Taufik Abrão, Mario Lemes Proença Jr.
Anomaly Detection using Firefly Harmonic Clustering Algorithm. DCNET/OPTICS (2011)
Moisés F. Lima, Lucas Dias H. Sampaio, Bruno Bogaz Zarpelão, Joel J. P. C. Rodrigues, Taufik Abrão, Mario Lemes Proença Jr.
Networking Anomaly Detection Using DSNs and Particle Swarm Optimization with Re-Clustering. GLOBECOM (2010)
Lucas Dias H. Sampaio, Moisés F. Lima, Mario Lemes Proença Jr., Taufik Abrão
Power-Rate Allocation in DS/CDMA Based on Discretized Verhulst Equilibrium CoRR (2010)
Lucas Dias H. Sampaio, Moisés F. Lima, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr., Taufik Abrão
Power Allocation in Multirate DS/CDMA Systems Based on Verhulst Equilibrium. ICC (2010)
Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr., Joel J. P. C. Rodrigues
Parameterized Anomaly Detection System with Automatic Configuration. GLOBECOM (2009)
Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
Metrics Application in Metropolitan Broadband Access Network Security Analysis. SECRYPT (2008)
Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
Anomaly Detection Using DSNS and a Dependency Graph for SNMP Objects. AICT (2008)
Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
Dependency graph to improve notifications' semantic on anomaly detection. NOMS (2008)
Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
Anomaly Detection Aiming Pro-Active Management of Computer Network Based on Digital Signature of Network Segment. J. Netw. Syst. Manag. 15 (2) (2007)
Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
Anomaly Detection Aiming Pro-Active Management of Computer Network Based on Digital Signature of Network Segment. LANOMS (2005)
Mario Lemes Proença Jr., Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
Anomaly Detection for Network Servers Using Digital Signature of Network Segment. AICT/SAPIR/ELETE (2005)
Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Leonardo de Souza Mendes
Baseline to Help with Network Management. ICETE (2) (2004)
Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Antônio Marcos Alberti, Leonardo de Souza Mendes
The Hurst Parameter for Digital Signature of Network Segment. ICT (2004)
Fábio Sakuray, Antônio Marcos Alberti, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
Cell Transfer Delay Monitoring in ATM Networks. LANOMS (2001)