Bruno Bogaz Zarpelão

64 papers B 4C 5Journal 27Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Triad of Defenses to Mitigate Poisoning Attacks in Federated Learning. J. Braz. Comput. Soc. Blenda Oliveira Mazetto, Bruno Bogaz Zarpelão
2025	—	`conf`	A Comprehensive Analysis of Adversarial Attacks Against Android's Malware Detection Models. IWSSIP Yago Henrique Pereira, Yandre M. G. Costa, Bruno Bogaz Zarpelão
2025	J	`jnl`	Identification of Malicious Posts on the Dark Web Using Supervised Machine Learning. CoRR Sebastião Alves de Jesus Filho, Gustavo Di Giovanni Bernardo, Paulo Henrique Ribeiro Gabriel, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani
2025	—	`conf`	Learning to explain cyberattacks: insights from random forest and decision predicate graphs. Ital-IA Eron Ponce Pereira, Azin Moradbeikie, Bruno Bogaz Zarpelão, Sylvio Barbon Junior
2024	J	`jnl`	A Privacy-Preserving User-Centric Data-Sharing Scheme. IEEE Access Veniamin Boiarkin, Bruno Bogaz Zarpelão, Jafar Al-Zaili, Muttukrishnan Rajarajan
2024	J	`jnl`	A privacy-aware authentication and usage-controlled access protocol for IIoT decentralized data marketplace. Comput. Secur. Akanksha Dixit, Bruno Bogaz Zarpelão, Max Smith-Creasey, Muttukrishnan Rajarajan
2024	—	`conf`	Forecasting Malware Incident Rates in Higher Education Institutions. AINA (4) Rildo Antonio de Souza, Vitor de Castro-Silva, Sylvio Barbon Junior, Bruno Bogaz Zarpelão
2024	J	`jnl`	Unsupervised Tuning for Drift Detectors Using Change Detector Segmentation. IEEE Access Ricardo Petri Silva, Sylvio Barbon Junior, Bruno Bogaz Zarpelão, Leonimer Flavio de Melo
2024	—	`conf`	sAIfe: Towards a Lightweight Threat Modeling Approach to Support Machine Learning Application Development. SBQS Gabriel Esteves Messas, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão
2023	J	`jnl`	Benchmarking Change Detector Algorithms from Different Concept Drift Perspectives. Future Internet Guilherme Yukio Sakurai, Jessica Fernandes Lopes, Bruno Bogaz Zarpelão, Sylvio Barbon Junior
2023	J	`jnl`	Explainable Time Series Tree: An Explainable Top-Down Time Series Segmentation Framework. IEEE Access Vitor de Castro-Silva, Bruno Bogaz Zarpelão, Eric Medvet, Sylvio Barbon
2023	—	`conf`	Investigando o Impacto de Amostras Adversárias na Detecção de Intrusões em um Sistema Ciberfísico. SBRC Gabriel H. N. Espindola da Silva, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão
2023	—	`conf`	Supervised Machine Learning and Detection of Unknown Attacks: An Empirical Evaluation. AINA (2) Miguel S. Rocha, Gustavo Di Giovanni Bernardo, Luan Mundim, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani
2022	J	`jnl`	An Efficient Solution to User Authorization Query Problem in RBAC Systems Using Hierarchical Clustering. J. Cyber Secur. Mobil. K. Rajesh Rao, Aditya Kolpe, Tribikram Pradhan, Bruno Bogaz Zarpelão
2021	—	`conf`	Attack Detection in Smart Home IoT Networks using CluStream and Page-Hinkley Test. LATINCOM Fernando H. Y. Nakagawa, Sylvio Barbon Junior, Bruno Bogaz Zarpelão
2021	J	`jnl`	Detecting and Mitigating Adversarial Examples in Regression Tasks: A Photovoltaic Power Generation Forecasting Case Study. Inf. Everton Jose Santana, Ricardo Petri Silva, Bruno Bogaz Zarpelão, Sylvio Barbon Junior
2021	J	`jnl`	Time Series Segmentation Based on Stationarity Analysis to Improve New Samples Prediction. Sensors Ricardo Petri Silva, Bruno Bogaz Zarpelão, Alberto Cano, Sylvio Barbon Junior
2020	J	`jnl`	Evaluating the Four-Way Performance Trade-Off for Data Stream Classification in Edge Computing. IEEE Trans. Netw. Serv. Manag. Jessica Fernandes Lopes, Everton Jose Santana, Victor G. Turrisi da Costa, Bruno Bogaz Zarpelão, Sylvio Barbon Junior
2020	—	`conf`	Photovoltaic Generation Forecast: Model Training and Adversarial Attack Aspects. BRACIS (2) Everton Jose Santana, Ricardo Petri Silva, Bruno Bogaz Zarpelão, Sylvio Barbon Junior
2019	C	`ed.`	Green, Pervasive, and Cloud Computing - 14th International Conference, GPC 2019, Uberlândia, Brazil, May 26-28, 2019, Proceedings GPC Rodrigo Sanches Miani, Lásaro J. Camargos, Bruno Bogaz Zarpelão, Erika Rosas, Rafael Pasquini
2019	J	`jnl`	IoTDS: A One-Class Classification Approach to Detect Botnets in Internet of Things Devices. Sensors Vitor Hugo Bezerra, Victor Guilherme Turrisi da Costa, Sylvio Barbon Junior, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão
2019	J	`jnl`	Mobile botnets detection based on machine learning over system calls. Int. J. Secur. Networks Victor G. T. da Costa, Sylvio Barbon Junior, Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão
2019	J	`jnl`	Modelling the Spread of Botnet Malware in IoT-Based Wireless Sensor Networks. Secur. Commun. Networks Dilara Acarali, Muttukrishnan Rajarajan, Nikos Komninos, Bruno Bogaz Zarpelão
2018	—	`conf`	An Empirical Study of Factors Affecting the Rate of Spam. SBRC Rodrigo Sanches Miani, Danielle Oliveira, Kil Jin Brandini Park, Bruno Bogaz Zarpelão
2018	C	`conf`	Detection of Bitcoin-Based Botnets Using a One-Class Classifier. WISTP Bruno Bogaz Zarpelão, Rodrigo Sanches Miani, Muttukrishnan Rajarajan
2018	—	`conf`	Online detection of Botnets on Network Flows using Stream Mining. SBRC Victor G. Turrisi da Costa, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani, Sylvio Barbon Junior
2018	J	`jnl`	Process mining and hierarchical clustering to help intrusion alert visualization. Comput. Secur. Sean Carlisto de Alvarenga, Sylvio Barbon, Rodrigo Sanches Miani, Michel Cukier, Bruno Bogaz Zarpelão
2018	—	`conf`	Qualitative evaluation of denial of service datasets. SBSI Carla O. Camargo, Elaine R. Faria, Bruno Bogaz Zarpelão, Rodrigo Sanches Miani
2017	J	`jnl`	A survey of intrusion detection in Internet of Things. J. Netw. Comput. Appl. Bruno Bogaz Zarpelão, Rodrigo Sanches Miani, Cláudio Toshio Kawakani, Sean Carlisto de Alvarenga
2017	J	`jnl`	Authorship verification applied to detection of compromised accounts on online social networks - A continuous approach. Multim. Tools Appl. Sylvio Barbon Junior, Rodrigo Augusto Igawa, Bruno Bogaz Zarpelão
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.
2017	—	`conf`	Detecting mobile botnets through machine learning and system calls analysis. ICC Victor G. T. da Costa, Sylvio Barbon, Rodrigo Sanches Miani, Joel J. P. C. Rodrigues, Bruno Bogaz Zarpelão
2017	J	`jnl`	Discovering Attackers Past Behavior to Generate Online Hyper-Alerts. Braz. J. Inf. Syst. Cláudio Toshio Kawakani, Sylvio Barbon, Rodrigo Sanches Miani, Michel Cukier, Bruno Bogaz Zarpelão
2015	B	`conf`	A Practical Experience on Evaluating Intrusion Prevention System Event Data as Indicators of Security Issues. SRDS Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Bertrand Sobesto, Michel Cukier
2015	J	`jnl`	Editorial Vol.8, Nº 1. Braz. J. Inf. Syst. Bruno Bogaz Zarpelão, Fernanda Araújo Baião, Sean W. M. Siqueira, Andréa Magalhães Magdaleno
2015	—	`conf`	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 Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
2015	—	`conf`	Recognition of Compromised Accounts on Twitter. SBSI Rodrigo Augusto Igawa, Alex Marino Gonçalves de Almeida, Bruno Bogaz Zarpelão, Sylvio Barbon
2015	J	`jnl`	Recognition on Online Social Network by user's writing style. Braz. J. Inf. Syst. Rodrigo Augusto Igawa, Alex Marino Gonçalves de Almeida, Bruno Bogaz Zarpelão, Sylvio Barbon Jr.
2014	C	`conf`	A notification architecture for smart cities based on push technologies. CLEI Sean Carlisto de Alvarenga, Bruno Bogaz Zarpelão, Vasco N. G. J. Soares
2014	—	`conf`	Aumentando o Desempenho de Análises de Dados de Fluxos IP com Bancos de Dados Orientados a Coluna. SBSI Paulo Henrique de Oliveira, Bruno Bogaz Zarpelão, Daniel S. Kaster
2014	—	`conf`	Desenvolvimento de uma Plataforma Tecnológica para Recolha, Armazenamento e Gestão de Informação Estratégica da Águas do Centro S.A. SBSI Ricardo Rio, Vasco N. G. J. Soares, Alexandre Fonte, Bruno Bogaz Zarpelão
2014	J	`jnl`	Information and Telecommunications Project for a Digital City: A Brazilian case study. Telematics Informatics Denis Alcides Rezende, Gilberto dos Santos Madeira, Leonardo de Souza Mendes, Gean Davis Breda, Bruno Bogaz Zarpelão, Frederico de Carvalho Figueiredo
2014	—	`ed.`	Proceedings of the 10th Brazilian Symposium on Information Systems, SBSI 2014, Londrina, Brazil, May 27-30, 2014. SBSI Fernanda Araújo Baião, Bruno Bogaz Zarpelão
2014	J	`jnl`	Ubiquitous monitoring solution for Wireless Sensor Networks with push notifications and end-to-end connectivity. Mob. Inf. Syst. Luís M. L. Oliveira, Joel J. P. C. Rodrigues, Andre G. F. Elias, Bruno Bogaz Zarpelão
2014	—	`conf`	Um estudo empírico sobre o uso de métricas de segurança em ambientes reais. SBSI Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
2013	J	`jnl`	Construction of baselines for VoIP traffic management on open MANs. Int. J. Netw. Manag. Luis Henrique Gibeli, Gean Davis Breda, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
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	—	`conf`	Relationships between information security metrics: an empirical study. CSIIRW Rodrigo Sanches Miani, Michel Cukier, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
2012	—	`conf`	A Ubiquitous Model for Wireless Sensor Networks Monitoring. IMIS Andre G. F. Elias, Joel J. P. C. Rodrigues, Luís M. L. Oliveira, Bruno Bogaz Zarpelão
2012	J	`jnl`	Avaliação Multidimensional Baseada em Lógica difusa para Ambientes de Ensino Mediado por Computador. Revista Brasileira de Informática na Educ. Richard Arias, André Marcelo Panhan, Gean Davis Breda, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
2012	—	`conf`	Evaluation of quality in encrypted VoIP calls. CASoN Dherik Barison, Rodrigo Sanches Miani, Bruno Bogaz Zarpelão, Gean Davis Breda, Leonardo de Souza Mendes
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	C	`conf`	New Approaches for XML Data Compression. WEBIST Márlon A. C. Teixeira, Rodrigo Sanches Miani, Gean Davis Breda, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
2011	—	`conf`	A New Approach for Fuzzy Classification in Relational Databases. DEXA (2) Ricardo Hideyuki Tajiri, Eduardo Zanoni Marques, Bruno Bogaz Zarpelão, Leonardo de Souza Mendes
2010	—	`—`	Anomaly detection in computer networks. Bruno Bogaz Zarpelão
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
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.
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