Peer-reviewed Journal Articles

Universidade Estadual de Londrina, Departamento de Computação - Campus Universitário - 86051990 - Londrina, PR - Brasil.  

  • 2015
  1. Marcos V. O. de Assis; Proenca Jr., Mario Lemes. Scorpius: sFlow Network Anomaly Simulator. Journal of Computer Sciences, v. 11, p. 662-674, 2015.  http://thescipub.com/abstract/10.3844/jcssp.2015.662.674.
     
  2. PROENÇA JR, Mario Lemes; FERNANDES JUNIOR, G.; CARVALHO, L. F.; Marcos V. O. de Assis; RODRIGUES, J. J. P. C. Digital signature to help network management using flow analysis. International Journal of Network Management (Print), v. 1, p. n/a-n/a, 2015.
     
  3. FERNANDES, GILBERTO; Rodrigues, Joel J.P.C. ; Proença, Mario Lemes . Autonomous profile-based anomaly detection system using principal component analysis and flow analysis. Applied Soft Computing (Print) , v. 34, p. 513-525, 2015.

Peer-Reviewed Conference Papers

  • 2014
  1. Marcos V. O. de Assis; RODRIGUES, J. J. P. C.; PROENÇA JR, Mario Lemes. A Seven-Dimensional Flow Analysis to Help Autonomous Network Management. Information Sciences, v. 278, p. 900-913, 2014.
     
  2. CARVALHO, L.F. ; FERNANDES, G. ; DE ASSIS, M.V.O.; RODRIGUES, J.J.P.C.; LEMES PROENÇA, M. Digital signature of network segment for healthcare environments support. IRBM News, v. 35, p. 299-309, 2014.
  • 2014
  • 2013
  • 2012

Book Chapters

  • 2015
  1. ADANIYA, MARIO H. A. C. ; CARVALHO, L. F. ; ZARPELÃO, Bruno B ; SAMPAIO, L. D. H. ; Abrão, Taufik ; Paul Jean Etienne Jeszensky ; PROENÇA JR, Mario Lemes . Firefly Algorithm in Telecommunications. In: Xin-She Yang; Su Fong Chien; Tiew On Ting. (Org.). Bio-Inspired Computation in Telecommunications, 1st Edition. 1ed.Wyman Street, Waltham, MA:: Morgan Kaufmann / Elsevier, 2015, v. 1, p. 43-72.
     
  2. FERNANDES JUNIOR, G. ; PROENÇA JR, Mario Lemes . Sistema de Detecção de Anomalias Utilizando Análise de Fluxos. 1. ed. Novas Edições Acadêmicas, 2015. v. 1. 116p .

  1. CARVALHO, LUIZ F. ; FERNANDES, G. ; RODRIGUES, J. J. P. C. ; MENDES, Leonardo de Souza ; PROENÇA JR, Mario Lemes . A Novel Anomaly Detection System to Assist Network Management in SDN Environment. In: ICC - IEEE International Conference on Communications, 2017, Paris. Proceedings of ICC - IEEE International Conference on Communications, 2017. p. 1-6.

 

  1. FERNANDES JUNIOR, G. ; PENA, Eduardo H. M. ; CARVALHO, L. F. ; RODRIGUES, J. J. P. C. ; Mario L. Proença Jr. . Statistical, Forecasting and Metaheuristic Techniques For Network Anomaly Detection. In: ACM Symposium on Applied Computing (SAC), 2015, Salamanca. Proceedings of ACM Symposium on Applied Computing (SAC), 2015. p. 1-7.
     
  2. SALMEN, Fadir ; HERNANDES JR., P. R. G. ; CARVALHO, L. F. ; PROENÇA JR, Mario Lemes . Using Firefly and Genetic Metaheuristics for Anomaly Detection based on Network Flows. In: The Eleventh Advanced International Conference on Telecommunications - AICT 2015, 2015, Brussels. Proceedings of AICT 2015, 2015. p. 1-6.
     

 

 

  1. PENA, Eduardo H. M. ; BARBON, SYLVIO ; RODRIGUES, JOEL J. P. C. ; proenca, mario lemes . Anomaly detection using digital signature of network segment with adaptive ARIMA model and Paraconsistent Logic. In: 2014 IEEE Symposium on Computers and Communication (ISCC), 2014, Funchal. 2014 IEEE Symposium on Computers and Communications (ISCC). p. 1-6.
     
  2. PENA, Eduardo H. M. ; CARVALHO, LUIZ F. ; BARBON, SYLVIO ; RODRIGUES, JOEL J. P. C. ; proenca, mario lemes . Correlational paraconsistent machine for anomaly detection. In: GLOBECOM 2014 2014 IEEE Global Communications Conference, 2014, Austin. 2014 IEEE Global Communications Conference. p. 551-556.
     
  3. HERNANDES JR., P. R. G. ; CARVALHO, L. F. ; FERNANDES JUNIOR, G. ; PROENÇA JR, Mario Lemes . Digital Signature of Network Segment Using Genetic Algorithm and Ant Colony Optimization Metaheuristics. In: SECURWARE 2014 : The Eighth International Conference on Emerging Security Information, Systems and Technologies, 2014, Lisbon. SECURWARE 2014 : The Eighth International Conference on Emerging Security Information, Systems and Technologies, 2014. p. 62-67.
     
  4. HERNANDES JR., P. R. G. ; CARVALHO, L. F. ; PROENÇA JR, Mario Lemes . Digital Signature of Network Segment using Flow Analysis through Genetic Algorithm and ACO metaheuristics. In: XXXIII International Conference of the Chilean Computer Science Society (SCCC'2014), 2014, TALCA. Proceedings of XXXIII International Conference of the Chilean Computer Science Society (SCCC'2014), 2014. p. 1-4.
     
  5. COELHO, Roger. W. ; Fernandes Jr., G. ; PROENÇA JR, Mario Lemes . GAIA-MLIS: A Maturity Model for Information Security. In: SECURWARE 2014 : The Eighth International Conference on Emerging Security Information, Systems and Technologies, 2014, Lisbon. SECURWARE 2014 : The Eighth International Conference on Emerging Security Information, Systems and Technologies, 2014. p. 50-55.

     

 

  1. FERNANDES, GILBERTO ; ZACARON, ALEXANDRO M. ; RODRIGUES, JOEL J. P. C. ; PROENCA, MARIO LEMES . Digital signature to help network management using principal component analysis and K-means clustering. In: ICC 2013 2013 IEEE International Conference on Communications, 2013, Budapest. 2013 IEEE International Conference on Communications (ICC). p. 2519-2523.
     
  2. DE ASSIS, MARCOS V. O. ; CARVALHO, LUIZ F. ; RODRIGUES, JOEL J. P. C. ; PROENCA, MARIO LEMES . Holt-Winters statistical forecasting and ACO metaheuristic for traffic characterization. In: ICC 2013 2013 IEEE International Conference on Communications, 2013, Budapest. 2013 IEEE International Conference on Communications (ICC). p. 2524-2528.
     
  3. Marcos V. O. de Assis ; RODRIGUES, J. J. P. C. ; PROENÇA JR, Mario Lemes . A novel anomaly detection system based on seven-dimensional flow analysis. In: IEEE Global Communications Conference (GLOBECOM 2013), 2013, Atlanta. Proceedings of IEEE GLOBECOM 2013. Atlanta: IEEE, 2013. p. 735-740.
     
  4. DE ASSIS, MARCOS V. O. ; RODRIGUES, JOEL J. P. C. ; lemes proenca, mario . A hybrid approach for anomaly detection on large-scale networks using HWDS and entropy. In: 2013 21st International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2013), 2013, Split-Primosten. 2013 21st International Conference on Software, Telecommunications and Computer Networks - (SoftCOM 2013). p. 1-5.
     
  5. CARVALHO, LUIZ F. ; RODRIGUES, JOEL J. P. C. ; BARBON, SYLVIO ; lemes proenca, mario . Using Ant Colony Optimization metaheuristic and Dynamic Time Warping for anomaly detection. In: 2013 21st International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2013), 2013, Split-Primosten. 2013 21st International Conference on Software, Telecommunications and Computer Networks - (SoftCOM 2013). p. 1.
     
  6. CARVALHO, LUIZ F. ; DE ASSIS, MARCOS V. O. ; GILBERTO, F. ; RODRIGUES, JOEL J. P. C. ; proenca, mario lemes . Digital Signature of Network Segment using PCA, ACO and Holt-Winters for network management. In: 2013 IEEE 15th International Conference on eHealth Networking, Applications and Services (Healthcom 2013), 2013, Lisbon. 2013 IEEE 15th International Conference on e-Health Networking, Applications and Services (Healthcom 2013). p. 564.
     
  7. PENA, Eduardo H. M. ; Marcos V. O. de Assis ; PROENÇA JR, Mario Lemes . Anomaly detection using forecasting methods ARIMA and HWDS. In: XXXII International Conference of the Chilean Computer Science Society (SCCC'2013), 2013, Temuco. Proceedings of XXXII International Conference of the Chilean Computer Science Society (SCCC'2013), 2013.
     
  8. Amaral, Alexandre de Aguiar ; MENDES, Leonardo de Souza ; ZARPELÃO, Bruno Bogaz ; PENA, Edeuardo H. M. ; PROENÇA JR, Mario Lemes . Network anomaly detection by IP flow graph analysis: A DDoS attack case study. In: XXXII International Conference of the Chilean Computer Science Society (SCCC'2013), 2013, Temuco. Proceedings of XXXII International Conference of the Chilean Computer Science Society (SCCC'2013), 2013.

     

 

  1. ZACARON, A. M. ; CARVALHO, L. F. ; ADANIYA, M. H. A. C. ; Abrão, Taufik ; PROENÇA JR, Mario Lemes . Digital Signature of Network Segment using Flow Analysis. In: The International Joint Conference on e-Business and Telecommunications (ICETE 2012) / DCNET 2012, 2012, Rome. DCNET 2012 Proceedings of the International Conference on Data Communication Networking, 2012. rome: scitepress, 2012. p. 35-40.
     
  2. ZACARON, A. M. ; CARVALHO, L. F. ; ADANIYA, M. H. A. C. ; Abrão, Taufik ; PROENÇA JR, Mario Lemes . Assinatura Digital de Segmento de Rede Utilizando Análise de Fluxos e Clusterização K-means. In: SEMISH - 39th Seminar on Hardware and Software, 2012, Curitiba. XXX Congresso da Sociedade Brasileira de Computação, 2012. p. 1-12.
     
  3. ASSIS, MARCOS VINICIUS OLIVEIRA DE ; ZACARON, ALEXANDRO MARCELO ; PROENCA, MARIO LEMES PROENCA . Time Series Forecasting Methods for Creating Digital Signature of Network Segments Using Flow Analysis. In: 2012 31st International Conference of the Chilean Computer Science Society (SCCC), 2012, Valparaíso. 2012 31st International Conference of the Chilean Computer Science Society. p. 161.
     
  4. CARVALHO, LUIZ FERNANDO ; ZACARON, ALEXANDRO MARCELO ; ADANIYA, MARIO HENRIQUE AKIHIKO DA COSTA ; PROENCA, MARIO LEMESA . Ant Colony Optimization for Creating Digital Signature of Network Segments Using Flow Analysis. In: 2012 31st International Conference of the Chilean Computer Science Society (SCCC), 2012, Valparaíso. 2012 31st International Conference of the Chilean Computer Science Society. p. 171.
FERNANDES JUNIOR, G. ; PENA, Eduardo H. M. ; CARVALHO, L. F. ; RODRIGUES, J. J. P. C. ; Mario L. Proença Jr. . Statistical, Forecasting and Metaheuristic Techniques For Network Anomaly Detection. In: ACM Symposium on Applied Computing (SAC), 2015, Salamanca. Proceedings of ACM Symposium on Applied Computing (SAC), 2015. p. 1-7.
  • 2016
  1. FERNANDES JUNIOR, G. ; CARVALHO, L. F. ; RODRIGUES, J. J. P. C. ; Mario L. Proença Jr. . Network Anomaly Detection using IP Flows with Principal Component Analysis and Ant Colony Optimization. Journal of Network and Computer Applications, v. 1, p. 1-26, 2016.

  2. CARVALHO, LUIZ FERNANDO ; BARBON JUNIOR, Sylvio ; MENDES, Leonardo de Souza ; Proenca Jr., Mario Lemes. Unsupervised Learning Clustering and Self-Organized Agents Applied to Help Network Management. Expert Systems with Applications, v. 1, p. 1-30, 2016.

  3. PROENCA, Mario Lemes; FERNANDES, GILBERTO ; CARVALHO, LUIZ F. ; DE ASSIS, MARCOS V. O. ; RODRIGUES, JOEL J. P. C. . Digital signature to help network management using flow analysis. International Journal of Network Management (Print), v. 26, p. 76-94, 2016.
  1. ADANIYA, M. H. A. C. ; Abrão, Taufik ; PROENÇA JR, Mario Lemes . Anomaly Detection Using Metaheuristic Firefly Harmonic Clustering. Journal of Networks, v. 8, p. 82-91, 2013.

  • 2013
  • 2015
  • 2017

Universidade Estadual de Londrina, Departamento de Computação - Campus Universitário - 86051990 - Londrina, PR - Brasil.  

Data Communication and Networking Research Group

  • 2017

 

  1. Amaral, Alexandre de Aguiar; ZARPELÃO, Bruno Bogaz ; MENDES, Leonardo de Souza ; PROENÇA JR, Mario Lemes . Deep IP Flow Inspection to Detect beyond Network Anomalies. Computer Communications , v. 98, p. 80-96, 2017.
     
  2. DE ASSIS, MARCOS V.O. ; HAMAMOTO, Anderson H. ; Abrao, Taufik ; Proenca, Mario L. . A Game Theoretical Based System Using Holt-Winters and Genetic Algorithm with Fuzzy Logic for DoS/DDoS Mitigation on SDN Networks. IEEE Access , v. 5, p. 1-1, 2017.
  3. PENA, Eduardo H. M. ; CARVALHO, L. F. ; BARBON JUNIOR, Sylvio ; RODRIGUES, J. J. P. C. ; PROENÇA JR, Mario Lemes . Anomaly Detection Using the Correlational Paraconsistent Machine with Digital Signatures of Network Segment. INFORMATION SCIENCES , v. 420, p. 313-328, 2017.
  • 2018
  1. HAMAMOTO, Anderson H. ; CARVALHO, L. F. ; SAMPAIO, L. D. H. ; Abrão, Taufik ; PROENÇA JR, Mario Lemes . Network Anomaly Detection System using Genetic Algorithm and Fuzzy Logic. EXPERT SYSTEMS WITH APPLICATIONS , v. 92, p. 390-402, 2018.
     
  2. BARBON JUNIOR, Sylvio ; CAMPOS, G. F. C. ; TAVARES, G. M. ; IGAWA, R. A. ; PROENÇA JR, Mario Lemes ; GUIDO, R. C. . Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets. ACM Transactions on Multimedia Computing Communications and Applications , v. 14, p. 1-17, 2018.
     
  3. CARVALHO, L. F. ; Abrao, Taufik ; MENDES, LEONARDO S. ; PROENÇA JR, Mario Lemes . An Ecosystem for Anomaly Detection and Mitigation in Software-defined Networking. EXPERT SYSTEMS WITH APPLICATIONS , v. 104, p. 121-133, 2018.
     
  4. Marcos V. O. de Assis ; NOVAES, M. P. ; ZERBINI, C. B. ; CARVALHO, L. F. ; Abrao, Taufik ; PROENÇA JR., MARIO LEMES . Fast Defense System Against Attacks in Software Defined Networks. IEEE Access , v. 6, p. 69620-69639, 2018.
     
  5. HERNANDES, AISLAN GABRIEL ; PROENÇA JR., MARIO LEMES ; Abrão, Taufik . Improved weighted average consensus in distributed cooperative spectrum sensing networks. Transactions on Emerging Telecommunications Technologies , v. 1, p. e3259-22, 2018.