Mário Lemes Proença

State University of Londrina

24H指数

104论文数

2.6K被引数

收录论文 29

发表时间

GAN-DDA: An unsupervised hybrid intrusion detection system integrating GAN-based traffic modeling and dynamic dictionaries of IP addresses GAN-DDA：一种集成基于GAN的交通建模和IP地址动态词典的无监督混合入侵检测系统

Computer Networks

IF4.6

2026-08-19

OAAI

Vitor Gabriel da Silva Ruffo; Daniel Matheus Brandão Lent; Luiz Fernando Carvalho; Jaime Lloret; Mario Lemes Proença Junior

Unsupervised anomaly detection in software-defined networks via BiGAN-based traffic reconstruction and explainable artificial intelligence 基于BiGAN流量重建和可解释人工智能的软件定义网络无监督异常检测

Applied Soft Computing

IF6.6

2026-08-01

OAAI

Zacaron, Alexandro M.; Komarchesqui, Mateus; Lent, Daniel M. Brandao; Ruffo, Vitor G. da Silva; Carvalho, Luis F.; Proenca Junior, Mario Lemes

eXplainable Artificial Intelligence for Transparent Optimization of Deep Learning-Based Intrusion Detection Systems 基于深度学习的入侵检测系统的可解释人工智能透明优化

Journal of Network and Systems Management

IF3.9

2026-05-11

OAAI

Mateus Komarchesqui; Vitor Gabriel da Silva Ruffo; Luiz Fernando Carvalho; Mario Lemes Proença

f-AnoGAN for Unsupervised Attack Detection in SDN Environment 基于f-AnoGAN的无监督SDN环境攻击检测

IEEE Transactions on Network Science and Engineering

IF7.9

2025-07-01

PREAI

Vitor Gabriel da Silva Ruffo; Luiz Fernando Carvalho; Jaime Lloret; Mario Lemes Proença Jr

Generative adversarial networks to detect intrusion and anomaly in IP flow-based networks 生成式对抗网络在基于IP流的网络中检测入侵和异常

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2025-02-01

PREAI

Ruffo, Vitor G. da Silva; Lent, Daniel M. Brandao; Carvalho, Luiz F.; Lloret, Jaime; Proenca Jr, Mario Lemes

Anomaly and intrusion detection using deep learning for software-defined networks: A survey 使用深度学习进行软件定义网络的异常和入侵检测: 一项调查

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Ruffo, Vitor Gabriel da Silva; Lent, Daniel Matheus Brandao; Komarchesqui, Mateus; Schiavon, Vinicius Ferreira; de Assis, Marcos Vinicius Oliveira; Carvalho, Luiz Fernando; Proenca Jr, Mario Lemes

Generative Adversarial Network Models for Anomaly Detection in Software-Defined Networks 用于软件定义网络中异常检测的生成式对抗网络模型

JOURNAL OF NETWORK AND SYSTEMS MANAGEMENT

IF3.9

2024-09-12

PREAI

Zacaron, Alexandro Marcelo; Lent, Daniel Matheus Brandao; da Silva Ruffo, Vitor Gabriel; Carvalho, Luiz Fernando; Proenca Jr, Mario Lemes

An Unsupervised Generative Adversarial Network System to Detect DDoS Attacks in SDN 一种用于检测SDN中DDoS攻击的无监督生成式对抗网络系统

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Lent, Daniel M. Brandao; Ruffo, Vitor G. da Silva; Carvalho, Luiz F.; Lloret, Jaime; Rodrigues, Joel J. P. C.; Proenca Jr, Mario Lemes

Unsupervised online anomaly detection in Software Defined Network environments 软件定义网络环境中的无监督在线异常检测

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-04-01

OAAI

Scaranti, Gustavo Frigo; Carvalho, Luiz Fernando; Barbon, Sylvio; Lloret, Jaime; Proenca, Mario Lemes

A Gated Recurrent Unit Deep Learning Model to Detect and Mitigate Distributed Denial of Service and Portscan Attacks

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Lent, Daniel M. Brandao; Novaes, Matheus P.; Carvalho, Luiz F.; Lloret, Jaime; Rodrigues, Joel J. P. C.; Proenca Jr, Mario Lemes

Adversarial Deep Learning approach detection and defense against DDoS attacks in SDN environments 对抗性深度学习方法检测和防御SDN环境中的DDoS攻击

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2021-12-01

OAAI

Novaes, Matheus P.; Carvalho, Luiz F.; Lloret, Jaime; Proenca, Mario Lemes, Jr.

A GRU deep learning system against attacks in software defined networks

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

IF8

2021-03-01

OAAI

Assis, Marcos V. O.; Carvalho, Luiz F.; Lloret, Jaime; Proenca, Mario L.

Near real-time security system applied to SDN environments in IoT networks using convolutional neural network

COMPUTERS & ELECTRICAL ENGINEERING

IF4.9

2020-09-01

OAAI

de Assis, Marcos V. O.; Carvalho, Luiz F.; Rodrigues, Joel J. P. C.; Lloret, Jaime; Proenca Jr, Mario L.

Artificial Immune Systems and Fuzzy Logic to Detect Flooding Attacks in Software-Defined Networks

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Scaranti, Gustavo F.; Carvalho, Luiz F.; Barbon, Sylvio, Jr.; Proenca, Mario Lemes, Jr.

Long Short-Term Memory and Fuzzy Logic for Anomaly Detection and Mitigation in Software-Defined Network Environment

IEEE ACCESS

IF3.6

2020-01-01

OAAI

Novaes, Matheus P.; Carvalho, Luiz F.; Lloret, Jaime; Proenca Jr, Mario Lemes

Wavelet against random forest for anomaly mitigation in software-defined networking

APPLIED SOFT COMPUTING

IF6.6

2019-07-01

PREAI

Zerbini, Cinara Brenda; Carvalho, Luiz Fernando; Abrao, Taufik; Proenca Jr, Mario Lemes

An ecosystem for anomaly detection and mitigation in software-defined networking 软件定义网络中异常检测和缓解的生态系统

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2018-08-01

PREAI

Carvalho, Luiz Fernando; Abrao, Taufik; Mendes, Leonardo de Souza; Proenca, Mario Lemes, Jr.

Detection of Human, Legitimate Bot, and Malicious Bot in Online Social Networks Based on Wavelets 基于小波的在线社交网络中人、合法机器人和恶意机器人的检测

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

IF6

2018-03-26

OAAI

Barbon, Sylvio, Jr.; Campos, Gabriel F. C.; Tavares, Gabriel M.; Igawa, Rodrigo A.; Proenca, Mario L., Jr.; Guido, Rodrigo Capobianco

Network Anomaly Detection System using Genetic Algorithm and Fuzzy Logic

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2018-02-01

157

PREAI

Hamamoto, Anderson Hiroshi; Carvalho, Luiz Fernando; Hiera Sampaio, Lucas Dias; Abrao, Taufik; Proenca, Mario Lemes, Jr.

Fast Defense System Against Attacks in Software Defined Networks

IEEE ACCESS

IF3.6

2018-01-01

OAAI

De Assis, Marcos V. O.; Novaes, Matheus P.; Zerbini, Cinara B.; Carvalho, Luiz F.; Abrao, Taufik; Proenca, Mario L., Jr.

研究方向