Martin Andreoni Lopez

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 40

Top Topics

Intrusion Detection

Incremental Learning

Stream Processing

Top Venues

Ann. des Télécommunications

Publications

Willian Tessaro Lunardi, Martin Andreoni Lopez, Jean Pierre Giacalone
ARCADE: Adversarially Regularized Convolutional Autoencoder for Network Anomaly Detection. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Hossien B. Eldeeb, Anshul Pandey, Martin Andreoni Lopez, Sami Muhaidat
Exploiting Engineered IQ Samples for Physical Layer Authentication. VTC Fall (2023)
Nicollas R. 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)
Hossien B. Eldeeb, Anshul Pandey, Martin Andreoni Lopez, Sami Muhaidat
Experimental Evaluation of A Lightweight RSS-Based PLA Scheme in Multi-Node Multi-Cell Mesh Networks. MeditCom (2023)
Govind Singh, Anshul Pandey, Monika Prakash, Martin Andreoni Lopez, Michael Baddeley
Benchmarking and Security Considerations of Wi-Fi FTM for Ranging in IoT Devices. CPS-IoT Week Workshops (2023)
Govind Singh, Anshul Pandey, Monika Prakash, Martin Andreoni Lopez, Michael Baddeley
Benchmarking and Security Considerations of Wi-Fi FTM for Ranging in IoT Devices. CoRR (2023)
Dania Herzalla, Willian T. Lunardi, Martin Andreoni Lopez
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection. CoRR (2023)
Dania Herzalla, Willian Tessaro Lunardi, Martin Andreoni Lopez
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection. IEEE Access 11 (2023)
Selina Shrestha, Willian T. Lunardi, Martin Andreoni Lopez
An Empirical Analysis of MeshShield: a Network Security System for Fully Distributed Networks. EWSN (2023)
Willian T. Lunardi, Martin Andreoni Lopez, Jean Pierre Giacalone
ARCADE: Adversarially Regularized Convolutional Autoencoder for Network Anomaly Detection. CoRR (2022)
Abubakar S. Ali, Willian T. Lunardi, Lina Bariah, Michael Baddeley, Martin Andreoni Lopez, Jean Pierre Giacalone, Sami Muhaidat
Deep Reinforcement Learning Based Anti-Jamming Using Clear Channel Assessment Information in a Cognitive Radio Environment. CommNet (2022)
João Vitor Valle Silva, Nicollas R. 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) (2022)
Antonio Gonzalez Pastana Lobato, Martin Andreoni Lopez, Alvaro A. Cárdenas, Otto Carlos M. B. Duarte, Guy Pujolle
A fast and accurate threat detection and prevention architecture using stream processing. Concurr. Comput. Pract. Exp. 34 (3) (2022)
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)
Abubakar S. Ali, Michael Baddeley, Lina Bariah, Martin Andreoni Lopez, Willian Tessaro Lunardi, Jean Pierre Giacalone, Sami Muhaidat
JamRF: Performance Analysis, Evaluation, and Implementation of RF Jamming Over Wi-Fi. IEEE Access 10 (2022)
Abubakar S. Ali, Michael Baddeley, Lina Bariah, Martin Andreoni Lopez, Willian T. Lunardi, Jean Pierre Giacalone, Sami Muhaidat
Performance Analysis and Evaluation of RF Jamming in IoT Networks. GLOBECOM (2022)
Pedro Horchulhack, Eduardo K. Viegas, Martin Andreoni Lopez
A Stream Learning Intrusion Detection System for Concept Drifting Network Traffic. CSNet (2022)
Martin Andreoni Lopez, Michael Baddeley, Willian T. Lunardi, Anshul Pandey, Jean Pierre Giacalone
Towards Secure Wireless Mesh Networks for UAV Swarm Connectivity: Current Threats, Research, and Opportunities. DCOSS (2021)
Martin Andreoni Lopez, Michael Baddeley, Willian T. Lunardi, Anshul Pandey, Jean Pierre Giacalone
Towards Secure Wireless Mesh Networks for UAV Swarm Connectivity: Current Threats, Research, and Opportunities. CoRR (2021)
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)
Nicollas R. 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) (2021)
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)
Selina Shrestha, Martin Andreoni Lopez, Michael Baddeley, Sami Muhaidat, Jean Pierre Giacalone
A Time-Bound Continuous Authentication Protocol for Mesh Networking. CommNet (2021)
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) (2020)
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) (2020)
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) (2020)
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)
Igor Jochem Sanz, Martin Andreoni Lopez, Eduardo Kugler Viegas, Vinicius Rodrigues Sanches
A Lightweight Network-based Android Malware Detection System. Networking (2020)
Martin Andreoni Lopez, Otto Carlos M. B. Duarte, Guy Pujolle
A Monitoring and Threat Detection System Using Stream Processing as a Virtual Function for Big Data. SBRC Companion (2019)
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)
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) (2019)
Igor Jochem Sanz, Martin Andreoni Lopez, Gabriel Antonio Fontes Rebello, Otto Carlos Muniz Bandeira Duarte
Um Sistema de Detecção de Ameaças Distribuídas de Rede baseado em Aprendizagem por Grafos. SBRC (2018)
Antonio Gonzalez Pastana Lobato, Martin Andreoni Lopez, Igor Jochem Sanz, Alvaro A. Cárdenas, Otto Carlos M. B. Duarte, Guy Pujolle
An Adaptive Real-Time Architecture for Zero-Day Threat Detection. ICC (2018)
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)
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)
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)
Martin Andreoni Lopez, Diogo M. F. Mattos, Otto Carlos M. B. Duarte
Evaluating allocation heuristics for an efficient virtual Network Function chaining. NOF (2016)
Martin Andreoni Lopez, Antonio Gonzalez Pastana Lobato, Otto Carlos M. B. Duarte
A Performance Comparison of Open-Source Stream Processing Platforms. GLOBECOM (2016)
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) (2016)
Martin Andreoni Lopez, Otto Carlos M. B. Duarte
Providing elasticity to intrusion detection systems in virtualized Software Defined Networks. ICC (2015)
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 S. C. Rodrigues, Otto Carlos M. B. Duarte
Experimenting Content-Centric Networks in the future internet testbed environment. ICC Workshops (2013)