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ORCIDBruno Bogaz Zarpelão
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- affiliation: State University of Londrina, Brazil
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Books and Theses
- 2010
[b1]Bruno Bogaz Zarpelão:
Anomaly detection in computer networks. University of Campinas, Brazil, 2010
Journal Articles
- 2024
- [j23]Ricardo Petri Silva, Sylvio Barbon Junior
, Bruno Bogaz Zarpelão, Leonimer Flavio de Melo:
Unsupervised Tuning for Drift Detectors Using Change Detector Segmentation. IEEE Access 12: 54256-54271 (2024) - 2023
- [j22]Vitor de Castro-Silva, Bruno Bogaz Zarpelão, Eric Medvet, Sylvio Barbon:
Explainable Time Series Tree: An Explainable Top-Down Time Series Segmentation Framework. IEEE Access 11: 120845-120856 (2023) - [j21]Guilherme Yukio Sakurai, Jessica Fernandes Lopes, Bruno Bogaz Zarpelão, Sylvio Barbon Junior:
Benchmarking Change Detector Algorithms from Different Concept Drift Perspectives. Future Internet 15(5): 169 (2023) - 2022
- [j20]K. Rajesh Rao, Aditya Kolpe, Tribikram Pradhan, Bruno Bogaz Zarpelão:
An Efficient Solution to User Authorization Query Problem in RBAC Systems Using Hierarchical Clustering. J. Cyber Secur. Mobil. 11(4): 531-548 (2022) - 2021
- [j19]Everton Jose Santana, Ricardo Petri Silva, Bruno Bogaz Zarpelão, Sylvio Barbon Junior:
Detecting and Mitigating Adversarial Examples in Regression Tasks: A Photovoltaic Power Generation Forecasting Case Study. Inf. 12(10): 394 (2021) - [j18]Ricardo Petri Silva, Bruno Bogaz Zarpelão, Alberto Cano, Sylvio Barbon Junior:
Time Series Segmentation Based on Stationarity Analysis to Improve New Samples Prediction. Sensors 21(21): 7333 (2021) - 2020
- [j17]Jessica Fernandes Lopes, Everton Jose Santana, Victor G. Turrisi da Costa, Bruno Bogaz Zarpelão, Sylvio Barbon Junior:
Evaluating the Four-Way Performance Trade-Off for Data Stream Classification in Edge Computing. IEEE Trans. Netw. Serv. Manag. 17(2): 1013-1025 (2020) - 2019
- [j16]Victor G. T. da Costa, Sylvio Barbon Junior, Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão:
Mobile botnets detection based on machine learning over system calls. Int. J. Secur. Networks 14(2): 103-118 (2019) - [j15]Dilara Acarali, Muttukrishnan Rajarajan, Nikos Komninos, Bruno Bogaz Zarpelão:
Modelling the Spread of Botnet Malware in IoT-Based Wireless Sensor Networks. Secur. Commun. Networks 2019: 3745619:1-3745619:13 (2019) - [j14]Vitor Hugo Bezerra, Victor Guilherme Turrisi da Costa, Sylvio Barbon Junior, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão:
IoTDS: A One-Class Classification Approach to Detect Botnets in Internet of Things Devices. Sensors 19(14): 3188 (2019) - 2018
- [j13]Sean Carlisto de Alvarenga, Sylvio Barbon, Rodrigo Sanches Miani, Michel Cukier, Bruno Bogaz Zarpelão:
Process mining and hierarchical clustering to help intrusion alert visualization. Comput. Secur. 73: 474-491 (2018) - 2017
- [j12]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) - [j11]Cláudio Toshio Kawakani, Sylvio Barbon, Rodrigo Sanches Miani, Michel Cukier, Bruno Bogaz Zarpelão:
Discovering Attackers Past Behavior to Generate Online Hyper-Alerts. Braz. J. Inf. Syst. 10(1): 122-147 (2017) - [j10]Bruno Bogaz Zarpelão, Rodrigo Sanches Miani, Cláudio Toshio Kawakani, Sean Carlisto de Alvarenga:
A survey of intrusion detection in Internet of Things. J. Netw. Comput. Appl. 84: 25-37 (2017) - [j9]Sylvio Barbon Junior, Rodrigo Augusto Igawa, Bruno Bogaz Zarpelão:
Authorship verification applied to detection of compromised accounts on online social networks - A continuous approach. Multim. Tools Appl. 76(3): 3213-3233 (2017) - 2015
- [j8]Bruno Bogaz Zarpelão, Fernanda Araújo Baião, Sean W. M. Siqueira, Andréa Magalhães Magdaleno:
Editorial Vol.8, Nº 1. Braz. J. Inf. Syst. 8(1): 1-4 (2015) - [j7]Rodrigo Augusto Igawa, Alex Marino Gonçalves de Almeida, Bruno Bogaz Zarpelão, Sylvio Barbon Jr.:
Recognition on Online Social Network by user's writing style. Braz. J. Inf. Syst. 8(3): 64-85 (2015) - 2014
- [j6]Luís M. L. Oliveira, Joel J. P. C. Rodrigues, Andre G. F. Elias, Bruno Bogaz Zarpelão:
Ubiquitous monitoring solution for Wireless Sensor Networks with push notifications and end-to-end connectivity. Mob. Inf. Syst. 10(1): 19-35 (2014) - [j5]Denis Alcides Rezende, Gilberto dos Santos Madeira, Leonardo de Souza Mendes, Gean Davis Breda, Bruno Bogaz Zarpelão, Frederico de Carvalho Figueiredo:
Information and Telecommunications Project for a Digital City: A Brazilian case study. Telematics Informatics 31(1): 98-114 (2014) - 2013
- [j4]Luis Henrique Gibeli, Gean Davis Breda, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes:
Construction of baselines for VoIP traffic management on open MANs. Int. J. Netw. Manag. 23(2): 137-153 (2013) - 2012
- [j3]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) - [j2]Richard Arias, André Marcelo Panhan, Gean Davis Breda, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes:
Avaliação Multidimensional Baseada em Lógica difusa para Ambientes de Ensino Mediado por Computador. Revista Brasileira de Informática na Educ. 20(3): 74-84 (2012) - 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)
Conference and Workshop Papers
- 2024
- [c31]Rildo Antonio de Souza, Vitor de Castro-Silva, Sylvio Barbon Junior, Bruno Bogaz Zarpelão:
Forecasting Malware Incident Rates in Higher Education Institutions. AINA (4) 2024: 226-237 - 2023
- [c30]Miguel S. Rocha, Gustavo D. G. Bernardo, Luan Mundim, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani:
Supervised Machine Learning and Detection of Unknown Attacks: An Empirical Evaluation. AINA (2) 2023: 379-391 - [c29]Gabriel H. N. Espindola da Silva, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão:
Investigando o Impacto de Amostras Adversárias na Detecção de Intrusões em um Sistema Ciberfísico. SBRC 2023: 281-294 - 2021
- [c28]Fernando H. Y. Nakagawa, Sylvio Barbon Junior, Bruno Bogaz Zarpelão:
Attack Detection in Smart Home IoT Networks using CluStream and Page-Hinkley Test. LATINCOM 2021: 1-6 - 2020
- [c27]Everton Jose Santana, Ricardo Petri Silva, Bruno Bogaz Zarpelão, Sylvio Barbon Junior:
Photovoltaic Generation Forecast: Model Training and Adversarial Attack Aspects. BRACIS (2) 2020: 634-649 - 2018
- [c26]Victor G. Turrisi da Costa, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani, Sylvio Barbon Junior:
Online detection of Botnets on Network Flows using Stream Mining. SBRC 2018: 225-238 - [c25]Rodrigo Sanches Miani, Danielle Oliveira, Kil Jin Brandini Park, Bruno Bogaz Zarpelão:
An Empirical Study of Factors Affecting the Rate of Spam. SBRC 2018: 239-252 - [c24]Carla O. Camargo, Elaine R. Faria, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani:
Qualitative evaluation of denial of service datasets. SBSI 2018: 46:1-46:8 - [c23]Bruno Bogaz Zarpelão, Rodrigo Sanches Miani, Muttukrishnan Rajarajan:
Detection of Bitcoin-Based Botnets Using a One-Class Classifier. WISTP 2018: 174-189 - 2017
- [c22]Victor G. T. da Costa, Sylvio Barbon, Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão:
Detecting mobile botnets through machine learning and system calls analysis. ICC 2017: 1-6 - 2015
- [c21]Rodrigo Augusto Igawa, Alex Marino Gonçalves de Almeida, Bruno Bogaz Zarpelão, Sylvio Barbon:
Recognition of Compromised Accounts on Twitter. SBSI 2015: 9-14 - [c20]Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes:
Investigação sobre a Ausência de Validação nos Métodos Empregados para Quantificar Segurança da Informação [An Investigation About the Absence of Validation on Security Quantification Methods]. SBSI 2015: 315-322 - [c19]Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Bertrand Sobesto, Michel Cukier:
A Practical Experience on Evaluating Intrusion Prevention System Event Data as Indicators of Security Issues. SRDS 2015: 296-305 - 2014
- [c18]Sean Carlisto de Alvarenga, Bruno Bogaz Zarpelão, Vasco N. G. J. Soares:
A notification architecture for smart cities based on push technologies. CLEI 2014: 1-8 - [c17]Paulo Henrique de Oliveira, Bruno Bogaz Zarpelão, Daniel S. Kaster:
Aumentando o Desempenho de Análises de Dados de Fluxos IP com Bancos de Dados Orientados a Coluna. SBSI 2014: 172-183 - [c16]Ricardo Rio, Vasco N. G. J. Soares, Alexandre Fonte, Bruno Bogaz Zarpelão:
Desenvolvimento de uma Plataforma Tecnológica para Recolha, Armazenamento e Gestão de Informação Estratégica da Águas do Centro S.A. SBSI 2014: 292-303 - [c15]Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes:
Um estudo empírico sobre o uso de métricas de segurança em ambientes reais. SBSI 2014: 699-710 - 2013
- [c14]Rodrigo Sanches Miani, Michel Cukier, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes:
Relationships between information security metrics: an empirical study. CSIIRW 2013: 22 - [c13]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 - 2012
- [c12]Dherik Barison, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Gean Davis Breda, Leonardo de Souza Mendes:
Evaluation of quality in encrypted VoIP calls. CASoN 2012: 175-180 - [c11]Andre G. F. Elias, Joel J. P. C. Rodrigues, Luís M. L. Oliveira, Bruno Bogaz Zarpelão:
A Ubiquitous Model for Wireless Sensor Networks Monitoring. IMIS 2012: 835-839 - [c10]Márlon A. C. Teixeira, Rodrigo Sanches Miani, Gean Davis Breda, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes:
New Approaches for XML Data Compression. WEBIST 2012: 233-237 - 2011
- [c9]Ricardo Hideyuki Tajiri, Eduardo Zanoni Marques, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes:
A New Approach for Fuzzy Classification in Relational Databases. DEXA (2) 2011: 511-518 - 2010
- [c8]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 - [c7]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 - 2009
- [c6]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
- [c5]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 - [c4]Bruno Bogaz Zarpelão, Leonardo de Souza Mendes, Mario Lemes Proença Jr.:
Dependency graph to improve notifications' semantic on anomaly detection. NOMS 2008: 726-729 - [c3]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 - 2005
- [c2]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 - [c1]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
Editorship
- 2019
- [e2]Rodrigo Sanches Miani, Lásaro J. Camargos, Bruno Bogaz Zarpelão, Erika Rosas, Rafael Pasquini:
Green, Pervasive, and Cloud Computing - 14th International Conference, GPC 2019, Uberlândia, Brazil, May 26-28, 2019, Proceedings. Lecture Notes in Computer Science 11484, Springer 2019, ISBN 978-3-030-19222-8 [contents] - 2014
- [e1]Fernanda Araújo Baião, Bruno Bogaz Zarpelão:
Proceedings of the 10th Brazilian Symposium on Information Systems, SBSI 2014, Londrina, Brazil, May 27-30, 2014. 2014 [contents]
Coauthor Index
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