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Diogo M. F. Mattos

Diogo Menezes Ferrazani Mattos

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affiliation: Federal University of Rio de Janeiro, Brazil

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2024
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Guilherme Nunes Nasseh Barbosa, Martin Esteban Andreoni Lopez, Diogo Menezes Ferrazani Mattos:
Optimizing feature selection in intrusion detection systems: Pareto dominance set approaches with mutual information and linear correlation. Ad Hoc Networks 159: 103485 (2024)
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Hélio N. Cunha Neto, Jernej Hribar, Ivana Dusparic, Natalia Castro Fernandes, Diogo M. F. Mattos:
FedSBS: Federated-Learning participant-selection method for Intrusion Detection Systems. Comput. Networks 244: 110351 (2024)
[j30]
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Nicollas Rodrigues de Oliveira, Yago de Rezende dos Santos, Ana Carolina Rocha Mendes, Guilherme Nunes Nasseh Barbosa, Marcela Tuler de Oliveira, Rafael Valle, Dianne Scherly Varela de Medeiros, Diogo M. F. Mattos:
Storage Standards and Solutions, Data Storage, Sharing, and Structuring in Digital Health: A Brazilian Case Study. Inf. 15(1): 20 (2024)
2023
[j29]
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Hélio N. Cunha Neto, Jernej Hribar, Ivana Dusparic, Diogo Menezes Ferrazani Mattos, Natalia Castro Fernandes:
A Survey on Securing Federated Learning: Analysis of Applications, Attacks, Challenges, and Trends. IEEE Access 11: 41928-41953 (2023)
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Leonardo Henrique Gonsioroski, Amanda Beatriz dos Santos, Natalia Castro Fernandes, Pedro V. Gonzalez Castellanos, Leni J. de Matos, Dianne S. V. Medeiros, Diogo M. F. Mattos, Luiz da Silva Mello:
Advanced ISDB-T - Next Generation Digital TV System: Performance in Field Tests in Brazil. IEEE Trans. Broadcast. 69(2): 538-551 (2023)
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Diogo Menezes Ferrazani Mattos, Gabriel Reis Carrara, Célio Vinicius N. de Albuquerque, Daniel Mossé:
Exploring Overlay Topology Cost-Termination Tradeoff in Blockchain Vicinity-Based Consensus. IEEE Trans. Netw. Serv. Manag. 20(2): 1733-1744 (2023)
2022
[j26]
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Marcela Tuler de Oliveira, Lúcio Henrik A. Reis, Yiannis Verginadis, Diogo Menezes Ferrazani Mattos, Sílvia Delgado Olabarriaga:
SmartAccess: Attribute-Based Access Control System for Medical Records Based on Smart Contracts. IEEE Access 10: 117836-117854 (2022)
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Diogo Menezes Ferrazani Mattos, Dianne Scherly Varela de Medeiros, Daniel Mossé:
Enabling technologies for running IoT applications on the cloud. Ann. des Télécommunications 77(7-8): 455-456 (2022)
[j24]
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João Vitor Valle Silva, Nicollas Rodrigues de Oliveira, Dianne S. V. Medeiros, Martin Andreoni Lopez, Diogo M. F. Mattos:
A statistical analysis of intrinsic bias of network security datasets for training machine learning mechanisms. Ann. des Télécommunications 77(7-8): 555-571 (2022)
[j23]
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Reiner H. Santos Filho, Tadeu N. Ferreira, Diogo M. F. Mattos, Dianne S. V. Medeiros:
An Efficient and Decentralized Fuzzy Reinforcement Learning Bandwidth Controller for Multitenant Data Centers. J. Netw. Syst. Manag. 30(4): 1-24 (2022)
2021
[j22]
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Diogo Menezes Ferrazani Mattos, Dianne Scherly Varela de Medeiros, Diego G. Passos, Natalia Castro Fernandes, Débora Christina Muchaluat-Saade, Igor Monteiro Moraes, Célio Vinicius N. de Albuquerque:
Blockchain for smart grid security: applications, trends, and challenges. Int. J. Intell. Syst. Technol. Appl. 20(4): 296-309 (2021)
[j21]
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Nicollas Rodrigues de Oliveira, Pedro Silveira Pisa, Martin Andreoni Lopez, Dianne Scherly Varela de Medeiros, Diogo M. F. Mattos:
Identifying Fake News on Social Networks Based on Natural Language Processing: Trends and Challenges. Inf. 12(1): 38 (2021)
[j20]
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Pedro Silveira Pisa, Bernardo Costa, Jéssica Alcântara Gonçalves, Dianne Scherly Varela de Medeiros, Diogo Menezes Ferrazani Mattos:
A Private Strategy for Workload Forecasting on Large-Scale Wireless Networks. Inf. 12(12): 488 (2021)
2020
[j19]
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Diogo Menezes Ferrazani Mattos, Francine Krief, Sandra Julieta Rueda:
Blockchain and artificial intelligence for network security. Ann. des Télécommunications 75(3-4): 101-102 (2020)
[j18]
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Hélio N. Cunha Neto, Martin Andreoni Lopez, Natalia Castro Fernandes, Diogo M. F. Mattos:
MineCap: super incremental learning for detecting and blocking cryptocurrency mining on software-defined networking. Ann. des Télécommunications 75(3-4): 121-131 (2020)
[j17]
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Gabriel R. Carrara, Leonardo M. Burle, Dianne S. V. Medeiros, Célio Vinicius N. de Albuquerque, Diogo M. F. Mattos:
Consistency, availability, and partition tolerance in blockchain: a survey on the consensus mechanism over peer-to-peer networking. Ann. des Télécommunications 75(3-4): 163-174 (2020)
[j16]
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Hélio N. Cunha Neto, Martin Andreoni Lopez, Natalia Castro Fernandes, Diogo M. F. Mattos:
Correction to: MineCap: super incremental learning for detecting and blocking cryptocurrency mining on software-defined networking. Ann. des Télécommunications 75(7-8): 487 (2020)
[j15]
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Marcela T. de Oliveira, Lúcio Henrik A. Reis, Dianne S. V. Medeiros, Ricardo Campanha Carrano, Sílvia D. Olabarriaga, Diogo M. F. Mattos:
Blockchain reputation-based consensus: A scalable and resilient mechanism for distributed mistrusting applications. Comput. Networks 179: 107367 (2020)
[j14]
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Lúcio Henrik A. Reis, Andrés Felipe Murillo-Piedrahita, Sandra Rueda, Natalia Castro Fernandes, Dianne S. V. Medeiros, Marcelo Dias de Amorim, Diogo M. F. Mattos:
Unsupervised and incremental learning orchestration for cyber-physical security. Trans. Emerg. Telecommun. Technol. 31(7) (2020)
[j13]
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Dianne S. V. Medeiros, Hélio N. Cunha Neto, Martin Andreoni Lopez, Luiz Claudio Schara Magalhães, Natalia Castro Fernandes, Alex Borges Vieira, Edelberto F. Silva, Diogo M. F. Mattos:
A survey on data analysis on large-Scale wireless networks: online stream processing, trends, and challenges. J. Internet Serv. Appl. 11(1): 6 (2020)
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Lúcio Henrik A. Reis, Luiz Claudio Schara Magalhães, Dianne S. V. Medeiros, Diogo M. F. Mattos:
An Unsupervised Approach to Infer Quality of Service for Large-Scale Wireless Networking. J. Netw. Syst. Manag. 28(4): 1228-1247 (2020)
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Nicollas Rodrigues de Oliveira, Dianne S. V. Medeiros, Diogo M. F. Mattos:
A Sensitive Stylistic Approach to Identify Fake News on Social Networking. IEEE Signal Process. Lett. 27: 1250-1254 (2020)
2019
[j10]
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Rida Khatoun, Diogo Menezes Ferrazani Mattos, Otto Carlos Muniz Bandeira Duarte:
Cybersecurity in networking. Ann. des Télécommunications 74(3-4): 123-124 (2019)
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Martin Andreoni Lopez, Diogo M. F. Mattos, Otto Carlos M. B. Duarte, Guy Pujolle:
A fast unsupervised preprocessing method for network monitoring. Ann. des Télécommunications 74(3-4): 139-155 (2019)
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Martin Andreoni Lopez, Diogo M. F. Mattos, Otto Carlos M. B. Duarte, Guy Pujolle:
Toward a monitoring and threat detection system based on stream processing as a virtual network function for big data. Concurr. Comput. Pract. Exp. 31(20) (2019)
[j7]
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Diogo Menezes Ferrazani Mattos, Pedro Braconnot Velloso, Otto Carlos Muniz Bandeira Duarte:
An agile and effective network function virtualization infrastructure for the Internet of Things. J. Internet Serv. Appl. 10(1): 6:1-6:12 (2019)
2018
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Diogo Menezes Ferrazani Mattos, Otto Carlos Muniz Bandeira Duarte, Guy Pujolle:
A lightweight protocol for consistent policy update on software-defined networking with multiple controllers. J. Netw. Comput. Appl. 122: 77-87 (2018)
2017
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Lyno Henrique G. Ferraz, Rafael P. Laufer, Diogo M. F. Mattos, Otto Carlos M. B. Duarte, Guy Pujolle:
A high-performance Two-Phase Multipath scheme for data-center networks. Comput. Networks 112: 36-51 (2017)
2016
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Martin Andreoni Lopez, Diogo Menezes Ferrazani Mattos, Otto Carlos M. B. Duarte:
An elastic intrusion detection system for software networks. Ann. des Télécommunications 71(11-12): 595-605 (2016)
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Diogo Menezes Ferrazani Mattos, Otto Carlos Muniz Bandeira Duarte:
AuthFlow: authentication and access control mechanism for software defined networking. Ann. des Télécommunications 71(11-12): 607-615 (2016)
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Diogo Menezes Ferrazani Mattos, Otto Carlos Muniz Bandeira Duarte, Guy Pujolle:
Reverse Update: A Consistent Policy Update Scheme for Software-Defined Networking. IEEE Commun. Lett. 20(5): 886-889 (2016)
2014
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Igor M. Moraes, Diogo M. F. Mattos, Lyno Henrique G. Ferraz, Miguel Elias M. Campista, Marcelo G. Rubinstein, Luís Henrique Maciel Kosmalski Costa, Marcelo Dias de Amorim, Pedro B. Velloso, Otto Carlos M. B. Duarte, Guy Pujolle:
FITS: A flexible virtual network testbed architecture. Comput. Networks 63: 221-237 (2014)

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2023
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Nicollas Rodrigues de Oliveira, Igor M. Moraes, Dianne Scherly V. de Medeiros, Martin Andreoni Lopez, Diogo M. F. Mattos:
An Agile Conflict-Solving Framework for Intent-Based Management of Service Level Agreement. 6GNet 2023: 1-8
[c45]
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Guilherme Nunes Nasseh Barbosa, Diogo Menezes Ferrazani Mattos:
Seleção de Características com Alta Quantidade de Informação para Sistemas de Detecção de Intrusão baseada no Conjunto de Dominância de Pareto. SBRC 2023: 169-182
[c44]
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Lucas Fauster Leite Pereira, Igor Monteiro Moraes, Diogo Menezes Ferrazani Mattos:
Floresta de Decisão Distribuída: Um Sistema de Aprendizado de Máquina Colaborativo Par-a-Par para Detecção de Intrusão em Redes. SBRC 2023: 253-266
2022
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Martin Andreoni Lopez, Guilherme N. N. Barbosa, Diogo M. F. Mattos:
New Barriers on 6G Networking: An Exploratory Study on the Security, Privacy and Opportunities for Aerial Networks. 6GNet 2022: 1-6
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Matheus B. de A. Rodrigues, Ana Carolina Rocha Mendes, Marcos Paulo C. de Mendonça, Gabriel R. Carrara, Luiz Claudio Schara Magalhães, Célio Vinicius N. de Albuquerque, Dianne S. V. Medeiros, Diogo M. F. Mattos:
An Efficient Strategy with High Availability for Dynamic Provisioning of Access Points in Large-Scale Wireless Networks. CIoT 2022: 92-99
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Ricardo M. Firmino, Diogo M. F. Mattos, Dianne S. V. Medeiros, Pedro B. Velloso:
MT-AODV: Resilient Communication in Military Mobile Ad-Hoc Networks through On-demand Multiple Routing Tables. CIoT 2022: 189-196
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Govinda Mohini G. Bezerra, Tadeu N. Ferreira, Diogo M. F. Mattos:
Assessing Software-Defined Radio Security and Performance in Virtualized Environments for Cloud Radio Access Networks. CSNet 2022: 1-7
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Govinda Mohini G. Bezerra, Tadeu N. Ferreira, Diogo M. F. Mattos:
A Precise Flow Representation for Autonomous IoT-Devices Reconnaissance. ICIN 2022: 56-63
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Hélio N. Cunha Neto, Ivana Dusparic, Diogo M. F. Mattos, Natalia Castro Fernandes:
FedSA: Accelerating Intrusion Detection in Collaborative Environments with Federated Simulated Annealing. NetSoft 2022: 420-428
2021
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Lúcio Henrik A. Reis, Marcela T. de Oliveira, Diogo M. F. Mattos, Sílvia D. Olabarriaga:
Private Data Sharing in a Secure Cloud-based Application for Acute Stroke Care. CBMS 2021: 568-573
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Gabriel Reis Carrara, Diogo Menezes Ferrazani Mattos, Célio Vinicius Neves de Albuquerque:
Vicinity-based Consensus: A Fast in-Neighborhood Convergence Consensus Mechanism for Blockchain. GLOBECOM 2021: 1-6
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Guilherme N. N. Barbosa, Martin Andreoni Lopez, Dianne S. V. Medeiros, Diogo M. F. Mattos:
An Entropy-based Hybrid Mechanism for Large-Scale Wireless Network Traffic Prediction. ISNCC 2021: 1-6
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Lúcio Henrik A. Reis, Marcela Tuler de Oliveira, James Bowden, Dagmar Krefting, Sílvia D. Olabarriaga, Diogo M. F. Mattos:
Cryptography on Untrustworthy Cloud Storage for Healthcare Applications: A Performance Analysis. SBESC 2021: 1-8
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Hélio N. Cunha Neto, Diogo M. F. Mattos, Natalia Castro Fernandes:
FedSA: Arrefecimento Simulado Federado para a Aceleração da Detecção de Intrusão em Ambientes Colaborativos. SBRC 2021: 280-293
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Martin Andreoni Lopez, Diogo M. F. Mattos:
Resumo de Grandes Volumes de Dados com Filtro de Bloom: Uma Abordagem Eficiente para Aprendizado Profundo com Redes Neurais Convolucionais em Fluxos de Rede. SBRC 2021: 532-545
2020
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João Vitor Valle Silva, Martin Andreoni Lopez, Diogo M. F. Mattos:
Attackers are not Stealthy: Statistical Analysis of the Well-Known and Infamous KDD Network Security Dataset. CIoT 2020: 1-8
[c30]
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Sofia C. Santos, Ricardo M. Firmino, Diogo M. F. Mattos, Dianne S. V. Medeiros:
An IoT Rainfall Monitoring Application based on Wireless Communication Technologies. CIoT 2020: 53-56
[c29]
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Nicollas Rodrigues de Oliveira, Dianne S. V. Medeiros, Diogo M. F. Mattos:
A Syntactic-Relationship Approach to Construct Well-Informative Knowledge Graphs Representation. CIoT 2020: 75-82
[c28]
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Nicollas Rodrigues de Oliveira, Lúcio Henrik A. Reis, Natalia Castro Fernandes, Carlos A. M. Bastos, Dianne S. V. Medeiros, Diogo M. F. Mattos:
Natural Language Processing Characterization of Recurring Calls in Public Security Services. ICNC 2020: 1009-1013
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Reiner H. Santos Filho, Tadeu N. Ferreira, Diogo M. F. Mattos, Dianne S. V. Medeiros:
A Lightweight Reinforcement-Learning-Based Mechanism for Bandwidth Provisioning on Multitenant Data Center. IWSSIP 2020: 331-336
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Reiner H. Santos Filho, Tadeu N. Ferreira, Diogo M. F. Mattos, Dianne S. V. Medeiros:
A Rapid Fuzzy Controller for Decentralized Bandwidth Provisioning on a Multitenant Data Center. NOF 2020: 176-183
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Hélio Nascimento Cunha Neto, Natalia Castro Fernandes, Diogo Menezes Ferrazani Mattos:
MineCap: Detecção de Mineração de Criptomoedas em Redes Corporativas com Aprendizado de Máquina e Prevenção de Abusos com Redes Definidas por Software. SBRC Companion 2020: 105-112
[c24]
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Reiner Henrique dos Santos Filho, Diogo Menezes Ferrazani Mattos, Dianne Scherly Varela de Medeiros:
Agentes Inteligentes baseados em Aprendizado por Reforço para Alocação Dinâmica de Tráfego em Nuvens. SBRC 2020: 141-154
2019
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Andreane Spano da Roza, João Vitor Valle, Diogo Menezes Ferrazani Mattos:
A Precise Method for Monitoring and Detecting Recurrent Attacks on Wireless Networks based on Link-Layer Traffic Classification. CSNet 2019: 150-157
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Gabriel R. Carrara, Lúcio Henrik A. Reis, Célio Vinicius N. de Albuquerque, Diogo M. F. Mattos:
A Lightweight Strategy for Reliability of Consensus Mechanisms based on Software Defined Networks. GIIS 2019: 1-6
[c21]
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Marcela T. de Oliveira, Lúcio Henrik A. Reis, Ricardo Campanha Carrano, Flávio Luiz Seixas, Débora C. Muchaluat-Saade, Célio Vinicius N. de Albuquerque, Natalia Castro Fernandes, Sílvia D. Olabarriaga, Dianne S. V. Medeiros, Diogo M. F. Mattos:
Towards a Blockchain-Based Secure Electronic Medical Record for Healthcare Applications. ICC 2019: 1-6
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Marcela Tuler de Oliveira, Gabriel R. Carrara, Natalia Castro Fernandes, Célio Vinicius N. de Albuquerque, Ricardo Campanha Carrano, Dianne S. V. Medeiros, Diogo M. F. Mattos:
Towards a Performance Evaluation of Private Blockchain Frameworks using a Realistic Workload. ICIN 2019: 180-187
[c19]
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Arthur Albuquerque Zopellaro Soares, Diogo M. F. Mattos, Yona Lopes, Dianne S. V. Medeiros, Natalia Castro Fernandes, Débora C. Muchaluat-Saade:
An Efficient Authentication Mechanism based on Software-Defined Networks for Electric Vehicles. ISIE 2019: 2471-2476
[c18]
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Fábio Oliveira dos Santos, Carlos Salvador Gomide Richa, Dianne S. V. Medeiros, Diogo M. F. Mattos, Natalia Castro Fernandes:
Diagnosing Failures in the Mobile Network Operation using Ensemble of Classifiers. LANOMS 2019
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Bruno José C. de A. Martins, Diogo M. F. Mattos, Natalia Castro Fernandes, Débora C. Muchaluat-Saade, Alex Borges Vieira, Edelberto Franco Silva:
An Extensible Access Control Architecture for Software Defined Networks based on X.812. LATINCOM 2019: 1-6
2018
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Igor Jochem Sanz, Diogo Menezes Ferrazani Mattos, Otto Carlos Muniz Bandeira Duarte:
SFCPerf: An automatic performance evaluation framework for service function chaining. NOMS 2018: 1-9
[c15]
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Diogo M. F. Mattos, Otto Carlos M. B. Duarte, Guy Pujolle:
Segurança em Redes Definidas por Software: Autenticação, Controle de Acesso e Consistência com Plano de Controle Eficientemente Distribuído. SBRC Companion 2018
[c14]
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Diogo M. F. Mattos, Pedro B. Velloso, Otto Carlos M. B. Duarte:
Uma Infraestrutura Ágil e Efetiva de Virtualização de Funções de Rede para a Internet das Coisas. SBRC 2018: 1005-1018
2017
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Martin Andreoni Lopez, Renato Souza Silva, Igor Drummond Alvarenga, Gabriel A. F. Rebello, Igor Jochem Sanz, Antonio Gonzalez Pastana Lobato, Diogo M. F. Mattos, Otto Carlos M. B. Duarte, Guy Pujolle:
Collecting and characterizing a real broadband access network traffic dataset. CSNet 2017: 1-8
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Igor Jochem Sanz, Martin Andreoni Lopez, Diogo Menezes Ferrazani Mattos, Otto Carlos Muniz Bandeira Duarte:
A cooperation-aware virtual network function for proactive detection of distributed port scanning. CSNet 2017: 1-8
[c11]
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Martin Andreoni Lopez, Antonio G. P. Lobato, Diogo Menezes Ferrazani Mattos, Igor D. Alvarenga, Otto Carlos M. B. Duarte:
Um Algoritmo Não Supervisionado e Rápido para Seleção de Características em Classificação de Tráfego ∗. SBRC 2017
[c10]
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Diogo M. F. Mattos, Otto Carlos M. B. Duarte, Guy Pujolle:
Um Protocolo Simples e Eficiente para Atualização Consistente de Políticas em Redes Definidas por Software com Controle Distribuído∗. SBRC 2017
2016
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Diogo M. F. Mattos, Otto Carlos M. B. Duarte, Guy Pujolle:
A resilient distributed controller for software defined networking. ICC 2016: 1-6
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Martin Andreoni Lopez, Diogo M. F. Mattos, Otto Carlos M. B. Duarte:
Evaluating allocation heuristics for an efficient virtual Network Function chaining. NOF 2016: 1-5
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Diogo M. F. Mattos, Otto Carlos M. B. Duarte, Guy Pujolle:
Profiling Software Defined Networks for dynamic distributed-controller provisioning. NOF 2016: 1-5
2015
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Leonardo P. Cardoso, Diogo M. F. Mattos, Lyno Henrique G. Ferraz, Otto Carlos M. B. Duarte, Guy Pujolle:
An efficient energy-aware mechanism for virtual machine migration. GIIS 2015: 1-6
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Andrés Felipe Murillo-Piedrahita, Sandra Julieta Rueda, Diogo M. F. Mattos, Otto Carlos M. B. Duarte:
Flowfence: a denial of service defense system for software defined networking. GIIS 2015: 1-6
2014
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Lyno Henrique Goncalvez Ferraz, Diogo Menezes Ferrazani Mattos, Otto Carlos Muniz Bandeira Duarte:
A two-phase multipathing scheme based on genetic algorithm for data center networking. GLOBECOM 2014: 2270-2275
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Diogo Menezes Ferrazani Mattos, Otto Carlos Muniz Bandeira Duarte:
XenFlow: Seamless migration primitive and quality of service for virtual networks. GLOBECOM 2014: 2326-2331
2013
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Pedro Henrique V. Guimaraes, Lyno Henrique G. Ferraz, Joao Vitor Torres, Diogo M. F. Mattos, Andres F. Murillo P., Martin Andreoni Lopez, Igor Drummond Alvarenga, Claudia Susie C. Rodrigues, Otto Carlos M. B. Duarte:
Experimenting Content-Centric Networks in the future internet testbed environment. ICC Workshops 2013: 1383-1387
2011
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Diogo M. F. Mattos, Natalia Castro Fernandes, Victor T. da Costa, Leonardo P. Cardoso, Miguel Elias M. Campista, Luís Henrique Maciel Kosmalski Costa, Otto Carlos M. B. Duarte:
OMNI: OpenFlow MaNagement Infrastructure. NOF 2011: 52-56

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2020
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Diogo Menezes Ferrazani Mattos, Igor Monteiro Moraes, Dianne Scherly Varela de Medeiros, Marcelo Dias de Amorim, Marcelo Gonçalves Rubinstein:
4th Conference on Cloud and Internet of Things, CIoT 2020, Niteroi, Brazil, October 7-9, 2020. IEEE 2020, ISBN 978-1-7281-9541-4 [contents]

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2022
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Hélio N. Cunha Neto, Ivana Dusparic, Diogo M. F. Mattos, Natalia Castro Fernandes:
FedSA: Accelerating Intrusion Detection in Collaborative Environments with Federated Simulated Annealing. CoRR abs/2205.11519 (2022)

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