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Mario Lemes Proença Jr.
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- affiliation: State University of Londrina, Paraná, Brazil
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2020 – today
- 2025
- [j36]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
- [j35]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) - [j34]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) - [j33]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) - 2023
- [j32]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: 102952 (2023) - 2022
- [j31]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) - [j30]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
- [j29]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) - [j28]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
- [j27]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) - [j26]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) - [j25]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) - [j24]Caio Henrique Azolini Tavares, José Carlos Marinello, Mario Lemes Proença Jr., Taufik Abrão:
Machine learning-based models for spectrum sensing in cooperative radio networks. IET Commun. 14(18): 3102-3109 (2020)
2010 – 2019
- 2019
- [j23]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) - [j22]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): 1950136:1-1950136:22 (2019) - [j21]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
- [j20]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) - [j19]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) - [j18]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) - [j17]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) - [j16]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): 26:1-26:17 (2018) - 2017
- [j15]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: 9485-9496 (2017) - [j14]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: 80-96 (2017) - [j13]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) - [c35]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
- [j12]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) - [j11]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) - [j10]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: 72-83 (2016) - [j9]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) - [j8]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): 49:1-49:23 (2016) - 2015
- [j7]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: 513-525 (2015) - [j6]Marcos V. O. de Assis, Mario Lemes Proença Jr.:
Scorpius: sFlow Network Anomaly Simulator. J. Comput. Sci. 11(4): 662-674 (2015) - [c34]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 - [c33]Anderson H. Hamamoto, Luiz Fernando Carvalho, Mario Lemes Proença Jr.:
ACO and GA metaheuristics for anomaly detection. SCCC 2015: 1-6 - 2014
- [j5]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: 900-913 (2014) - [c32]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 - [c31]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: 1-6 - [c30]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
- [j4]Mario H. A. C. Adaniya, Taufik Abrão, Mario Lemes Proença Jr.:
Anomaly Detection Using Metaheuristic Firefly Harmonic Clustering. J. Networks 8(1): 82-91 (2013) - [c29]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: 735-740 - [c28]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: 36-40 - [c27]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 - [c26]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: 2519-2523 - [c25]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 - [c24]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: 4389-4393 - [c23]Eduardo H. M. Pena, Marcos V. O. de Assis, Mario Lemes Proença Jr.:
Anomaly Detection Using Forecasting Methods ARIMA and HWDS. SCCC 2013: 63-66 - [c22]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: 90-94 - [c21]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: 1-5 - [c20]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
- [j3]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): 1902-1912 (2012) - [j2]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): 1781-1792 (2012) - [c19]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: 1183-1187 - [c18]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: 1188-1192 - [c17]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 - [c16]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: 55-59 - [c15]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: 161-170 - [c14]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 - 2011
- [c13]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: 63-68 - [c12]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: 1-5 - 2010
- [c11]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: 1-6 - [c10]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: 1-6 - [i1]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 abs/1012.5074 (2010)
2000 – 2009
- 2009
- [c9]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: 1-6 - 2008
- [c8]Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.:
Anomaly Detection Using DSNS and a Dependency Graph for SNMP Objects. AICT 2008: 56-63 - [c7]Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.:
Dependency graph to improve notifications' semantic on anomaly detection. NOMS 2008: 726-729 - [c6]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: 473-476 - 2007
- [j1]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): 267-283 (2007) - 2006
- [p1]Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Leonardo de Souza Mendes:
Baseline to help with network management. e-Business and Telecommunication Networks 2006: 158-166 - 2005
- [c5]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: 290-295 - [c4]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: 53-64 - 2004
- [c3]Mario Lemes Proença Jr., Camiel Coppelmans, Mauricio Luis Bottoli, Leonardo de Souza Mendes:
Baseline to Help with Network Management. ICETE (2) 2004: 152-160 - [c2]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: 772-781 - 2001
- [c1]Fábio Sakuray, Antônio Marcos Alberti, Leonardo de Souza Mendes, Mario Lemes Proença Jr.:
Cell Transfer Delay Monitoring in ATM Networks. LANOMS 2001: 194-203
Coauthor Index
aka: Marcos Vinicius Oliveira de Assis
aka: Joel José Puga Coelho Rodrigues
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last updated on 2024-10-23 20:35 CEST by the dblp team
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