Mario Lemes Proença Jr.

76 papers B 5C 4Misc 3Journal 38Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Generative adversarial networks to detect intrusion and anomaly in IP flow-based networks. Future Gener. Comput. Syst. Vitor G. da Silva Ruffo, Daniel M. Brandão Lent, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.
2025	J	`jnl`	f-AnoGAN for Unsupervised Attack Detection in SDN Environment. IEEE Trans. Netw. Sci. Eng. Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.
2024	J	`jnl`	An Unsupervised Generative Adversarial Network System to Detect DDoS Attacks in SDN. IEEE Access Daniel M. Brandão Lent, Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2024	J	`jnl`	Anomaly and intrusion detection using deep learning for software-defined networks: A survey. Expert Syst. Appl. 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.
2024	—	`conf`	Explainable AI Feature Selection in Generative Adversarial Networks System aiming to detect DDoS Attacks. SDS Mateus Komarchesqui, Daniel M. Brandão Lent, Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.
2024	J	`jnl`	Generative Adversarial Network Models for Anomaly Detection in Software-Defined Networks. J. Netw. Syst. Manag. Alexandro Marcelo Zacaron, Daniel M. Brandão Lent, Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Mario Lemes Proença Jr.
2024	—	`conf`	Unsupervised DDoS Detection Using Entropy Features and f-AnoGAN in Software-Defined Networks. SDS Vitor G. da Silva Ruffo, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.
2023	J	`jnl`	Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners. Speech Commun. Sylvio Barbon, Rodrigo Capobianco Guido, Gabriel Jonas Aguiar, Everton José Santana, Mario Lemes Proença Jr., Hemant A. Patil
2022	J	`jnl`	A Gated Recurrent Unit Deep Learning Model to Detect and Mitigate Distributed Denial of Service and Portscan Attacks. IEEE Access Daniel M. Brandão Lent, Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2022	J	`jnl`	Unsupervised online anomaly detection in Software Defined Network environments. Expert Syst. Appl. Gustavo F. Scaranti, Luiz Fernando Carvalho, Sylvio Barbon Junior, Jaime Lloret, Mario Lemes Proença Jr.
2021	J	`jnl`	A GRU deep learning system against attacks in software defined networks. J. Netw. Comput. Appl. Marcos V. O. de Assis, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.
2021	J	`jnl`	Adversarial Deep Learning approach detection and defense against DDoS attacks in SDN environments. Future Gener. Comput. Syst. Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.
2020	J	`jnl`	Artificial Immune Systems and Fuzzy Logic to Detect Flooding Attacks in Software-Defined Networks. IEEE Access Gustavo F. Scaranti, Luiz Fernando Carvalho, Sylvio Barbon, Mario Lemes Proença Jr.
2020	J	`jnl`	Long Short-Term Memory and Fuzzy Logic for Anomaly Detection and Mitigation in Software-Defined Network Environment. IEEE Access Matheus P. Novaes, Luiz Fernando Carvalho, Jaime Lloret, Mario Lemes Proença Jr.
2020	J	`jnl`	Machine learning-based models for spectrum sensing in cooperative radio networks. IET Commun. Caio Henrique Azolini Tavares, José Carlos Marinello, Mario Lemes Proença Jr., Taufik Abrão
2020	J	`jnl`	Near real-time security system applied to SDN environments in IoT networks using convolutional neural network. Comput. Electr. Eng. Marcos V. O. de Assis, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Jaime Lloret, Mario Lemes Proença Jr.
2019	J	`jnl`	A comprehensive survey on network anomaly detection. Telecommun. Syst. Gilberto Fernandes Jr., Joel J. P. C. Rodrigues, Luiz Fernando Carvalho, Jalal Al-Muhtadi, Mario Lemes Proença Jr.
2019	J	`jnl`	Improved MB Cognitive Radio Spectrum Sensing Using Wavelet Spectrum Filtering. J. Circuits Syst. Comput. Ricardo Tadashi Kobayashi, Aislan Gabriel Hernandes, Mario Lemes Proença Jr., Taufik Abrão
2019	J	`jnl`	Wavelet against random forest for anomaly mitigation in software-defined networking. Appl. Soft Comput. Cinara Brenda Zerbini, Luiz Fernando Carvalho, Taufik Abrão, Mario Lemes Proença Jr.
2018	J	`jnl`	An ecosystem for anomaly detection and mitigation in software-defined networking. Expert Syst. Appl. Luiz Fernando Carvalho, Taufik Abrão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
2018	J	`jnl`	Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets. ACM Trans. Multim. Comput. Commun. Appl. Sylvio Barbon Junior, Gabriel F. C. Campos, Gabriel M. Tavares, Rodrigo Augusto Igawa, Mario Lemes Proença Jr., Rodrigo Capobianco Guido
2018	J	`jnl`	Fast Defense System Against Attacks in Software Defined Networks. IEEE Access Marcos V. O. de Assis, Matheus P. Novaes, Cinara Brenda Zerbini, Luiz Fernando Carvalho, Taufik Abrão, Mario Lemes Proença Jr.
2018	J	`jnl`	Improved weighted average consensus in distributed cooperative spectrum sensing networks. Trans. Emerg. Telecommun. Technol. Aislan Gabriel Hernandes, Mario Lemes Proença Jr., Taufik Abrão
2018	J	`jnl`	Network Anomaly Detection System using Genetic Algorithm and Fuzzy Logic. Expert Syst. Appl. Anderson H. Hamamoto, Luiz Fernando Carvalho, Lucas Dias Hiera Sampaio, Taufik Abrão, Mario Lemes Proença Jr.
2017	J	`jnl`	A Game Theoretical Based System Using Holt-Winters and Genetic Algorithm With Fuzzy Logic for DoS/DDoS Mitigation on SDN Networks. IEEE Access Marcos V. O. de Assis, Anderson H. Hamamoto, Taufik Abrão, Mario Lemes Proença Jr.
2017	—	`conf`	A novel anomaly detection system to assist network management in SDN environment. ICC Luiz Fernando Carvalho, Gilberto Fernandes, Joel J. P. C. Rodrigues, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
2017	J	`jnl`	Anomaly detection using the correlational paraconsistent machine with digital signatures of network segment. Inf. Sci. Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon Junior, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2017	J	`jnl`	Deep IP flow inspection to detect beyond network anomalies. Comput. Commun. Alexandre Aguiar Amaral, Leonardo de Souza Mendes, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr.
2016	J	`jnl`	Account classification in online social networks with LBCA and wavelets. Inf. Sci. Rodrigo Augusto Igawa, Sylvio Barbon, Katia Cristina Silva Paulo, Guilherme Sakaji Kido, Rodrigo Capobianco Guido, Mario Lemes Proença Jr., Ivan Nunes da Silva
2016	J	`jnl`	Digital signature to help network management using flow analysis. Int. J. Netw. Manag. Mario Lemes Proença Jr., Gilberto Fernandes Jr., Luiz Fernando Carvalho, Marcos V. O. de Assis, Joel J. P. C. Rodrigues
2016	J	`jnl`	MobiCoop: An Incentive-Based Cooperation Solution for Mobile Applications. ACM Trans. Multim. Comput. Commun. Appl. Bruno M. C. Silva, Joel J. P. C. Rodrigues, Neeraj Kumar, Mario Lemes Proença Jr., Guangjie Han
2016	J	`jnl`	Network anomaly detection using IP flows with Principal Component Analysis and Ant Colony Optimization. J. Netw. Comput. Appl. Gilberto Fernandes Jr., Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2016	J	`jnl`	Unsupervised learning clustering and self-organized agents applied to help network management. Expert Syst. Appl. Luiz Fernando Carvalho, Sylvio Barbon Junior, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
2015	—	`conf`	ACO and GA metaheuristics for anomaly detection. SCCC Anderson H. Hamamoto, Luiz Fernando Carvalho, Mario Lemes Proença Jr.
2015	J	`jnl`	Autonomous profile-based anomaly detection system using principal component analysis and flow analysis. Appl. Soft Comput. Gilberto Fernandes Jr., Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2015	J	`jnl`	Scorpius: sFlow Network Anomaly Simulator. J. Comput. Sci. Marcos V. O. de Assis, Mario Lemes Proença Jr.
2015	Misc	`conf`	Statistical, forecasting and metaheuristic techniques for network anomaly detection. SAC Gilberto Fernandes, Eduardo H. M. Pena, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2014	J	`jnl`	A seven-dimensional flow analysis to help autonomous network management. Inf. Sci. Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2014	C	`conf`	Anomaly detection using digital signature of network segment with adaptive ARIMA model and Paraconsistent Logic. ISCC Eduardo H. M. Pena, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2014	B	`conf`	Correlational paraconsistent machine for anomaly detection. GLOBECOM Eduardo H. M. Pena, Luiz Fernando Carvalho, Sylvio Barbon, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2014	—	`conf`	Digital Signature of Network Segment Using Flow Analysis through Genetic Algorithm and ACO Metaheuristics. SCCC Paulo R. Galego Hernandes, Luiz Fernando Carvalho, Mario Lemes Proença Jr.
2013	Misc	`conf`	A hybrid approach for anomaly detection on large-scale networks using HWDS and entropy. SoftCOM Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2013	C	`conf`	A mobile health application for falls detection and biofeedback monitoring. Healthcom Edgar T. Horta, Ivo M. C. Lopes, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2013	—	`conf`	A mobile health application for outpatients medication management. ICC Bruno M. C. Silva, Ivo M. C. Lopes, Mickael B. Marques, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2013	B	`conf`	A novel anomaly detection system based on seven-dimensional flow analysis. GLOBECOM Marcos V. O. de Assis, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2013	—	`conf`	Anomaly Detection Using Forecasting Methods ARIMA and HWDS. SCCC Eduardo H. M. Pena, Marcos V. O. de Assis, Mario Lemes Proença Jr.
2013	J	`jnl`	Anomaly Detection Using Metaheuristic Firefly Harmonic Clustering. J. Networks Mario H. A. C. Adaniya, Taufik Abrão, Mario Lemes Proença Jr.
2013	C	`conf`	Digital Signature of Network Segment using PCA, ACO and Holt-Winters for network management. Healthcom Luiz Fernando Carvalho, Marcos V. O. de Assis, Gilberto Fernandes, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2013	—	`conf`	Digital signature to help network management using principal component analysis and K-means clustering. ICC Gilberto Fernandes, Alexandro M. Zacaron, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2013	—	`conf`	Holt-Winters statistical forecasting and ACO metaheuristic for traffic characterization. ICC Marcos V. O. de Assis, Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2013	—	`conf`	Network Anomaly Detection by IP Flow Graph Analysis: A DDoS Attack Case Study. SCCC Alexandre Aguiar Amaral, Leonardo de Souza Mendes, Eduardo H. M. Pena, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr.
2013	Misc	`conf`	Using Ant Colony Optimization metaheuristic and Dynamic Time Warping for anomaly detection. SoftCOM Luiz Fernando Carvalho, Joel J. P. C. Rodrigues, Sylvio Barbon, Mario Lemes Proença Jr.
2012	—	`conf`	Anomaly detection using DSNS and Firefly Harmonic Clustering Algorithm. ICC Mario H. A. C. Adaniya, Moisés F. Lima, Joel J. P. C. Rodrigues, Taufik Abrão, Mario Lemes Proença Jr.
2012	—	`conf`	Ant Colony Optimization for Creating Digital Signature of Network Segments Using Flow Analysis. SCCC Luiz Fernando Carvalho, Alexandro Marcelo Zacaron, Mario Henrique Akihiko da Costa Adaniya, Mario Lemes Proença Jr.
2012	—	`conf`	Digital Signature of Network Segment using Flow Analysis. DCNET/ICE-B/OPTICS Alexandro M. Zacaron, Luiz Fernando Carvalho, Mario H. A. C. Adaniya, Taufik Abrão, Mario Lemes Proença Jr.
2012	—	`conf`	E-learning solutions for cloud environments. LatinCloud Tiago M. C. Simões, Joel J. P. C. Rodrigues, Jorge E. F. Costa, Mario Lemes Proença Jr.
2012	J	`jnl`	Hybrid heuristic-waterfilling game theory approach in MC-CDMA resource allocation. Appl. Soft Comput. Lucas Dias H. Sampaio, Taufik Abrão, Bruno A. Angelico, Moisés F. Lima, Mario Lemes Proença Jr., Paul Jean Etienne Jeszensky
2012	J	`jnl`	Inference of network anomaly propagation using spatio-temporal correlation. J. Netw. Comput. Appl. Alexandre Aguiar Amaral, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Joel José Puga Coelho Rodrigues, Mario Lemes Proença Jr.
2012	—	`conf`	Moni4VDTN: A monitoring system for vehicular delay-tolerant networks. ICC João N. Isento, João A. Dias, Fábio Canelo, Joel J. P. C. Rodrigues, Mario Lemes Proença Jr.
2012	—	`conf`	Time Series Forecasting Methods for Creating Digital Signature of Network Segments Using Flow Analysis. SCCC Marcos Vinicius Oliveira de Assis, Alexandro Marcelo Zacaron, Mario Lemes Proença Jr.
2011	—	`conf`	A mobile health monitoring solution for weight control. WCSP Ivo M. C. Lopes, Bruno M. C. Silva, Joel J. P. C. Rodrigues, Jaime Lloret Mauri, Mario Lemes Proença Jr.
2011	—	`conf`	Anomaly Detection using Firefly Harmonic Clustering Algorithm. DCNET/OPTICS Mario H. A. C. Adaniya, Moisés F. Lima, Lucas Dias H. Sampaio, Taufik Abrão, Mario Lemes Proença Jr.
2010	B	`conf`	Networking Anomaly Detection Using DSNs and Particle Swarm Optimization with Re-Clustering. GLOBECOM Moisés F. Lima, Lucas Dias H. Sampaio, Bruno Bogaz Zarpelão, Joel J. P. C. Rodrigues, Taufik Abrão, Mario Lemes Proença Jr.
2010	—	`conf`	Power Allocation in Multirate DS/CDMA Systems Based on Verhulst Equilibrium. ICC Lucas Dias H. Sampaio, Moisés F. Lima, Bruno Bogaz Zarpelão, Mario Lemes Proença Jr., Taufik Abrão
2010	J	`jnl`	Power-Rate Allocation in DS/CDMA Based on Discretized Verhulst Equilibrium CoRR Lucas Dias H. Sampaio, Moisés F. Lima, Mario Lemes Proença Jr., Taufik Abrão
2009	B	`conf`	Parameterized Anomaly Detection System with Automatic Configuration. GLOBECOM Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr., Joel J. P. C. Rodrigues
2008	—	`conf`	Anomaly Detection Using DSNS and a Dependency Graph for SNMP Objects. AICT Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
2008	B	`conf`	Dependency graph to improve notifications' semantic on anomaly detection. NOMS Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
2008	C	`conf`	Metrics Application in Metropolitan Broadband Access Network Security Analysis. SECRYPT Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
2007	J	`jnl`	Anomaly Detection Aiming Pro-Active Management of Computer Network Based on Digital Signature of Network Segment. J. Netw. Syst. Manag. Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
2006	—	`ch.`	Baseline to help with network management. e-Business and Telecommunication Networks Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Leonardo de Souza Mendes
2005	—	`conf`	Anomaly Detection Aiming Pro-Active Management of Computer Network Based on Digital Signature of Network Segment. LANOMS Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.
2005	—	`conf`	Anomaly Detection for Network Servers Using Digital Signature of Network Segment. AICT/SAPIR/ELETE Mario Lemes Proença Jr., Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
2004	—	`conf`	Baseline to Help with Network Management. ICETE (2) Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Leonardo de Souza Mendes
2004	—	`conf`	The Hurst Parameter for Digital Signature of Network Segment. ICT Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Antônio Marcos Alberti, Leonardo de Souza Mendes
2001	—	`conf`	Cell Transfer Delay Monitoring in ATM Networks. LANOMS Fábio Sakuray, Antônio Marcos Alberti, Leonardo de Souza Mendes, Mario Lemes Proença Jr.