Mário Lemes Proença

A comprehensive survey on network anomaly detection

Gilberto Fernandes, Joel J. P. C. Rodrigues, Luiz F. Carvalho et al. · Telecommunication Systems · 2018 · 355 citations · Full text

Anomaly Detection, Network Science, Data Science +8

Network Anomaly Detection System using Genetic Algorithm and Fuzzy Logic

Anderson H. Hamamoto, Luiz F. Carvalho, Lucas Dias Hiera Sampaio et al. · Expert Systems with Applications · 2017 · 257 citations

Fuzzy Logic, Anomaly Detection, Intrusion Detection System +5

Adversarial Deep Learning approach detection and defense against DDoS attacks in SDN environments

Matheus P. Novaes, Luiz F. Carvalho, Jaime Lloret et al. · Future Generation Computer Systems · 2021 · 166 citations · Full text

Ddos Detection, Engineering, Machine Learning +7

A GRU deep learning system against attacks in software defined networks

Marcos V. O. de Assis, Luiz F. Carvalho, Jaime Lloret et al. · Journal of Network and Computer Applications · 2020 · 160 citations · Full text

Engineering, Software-defined Networking, Information Security +6

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

Marcos V. O. de Assis, Luiz F. Carvalho, Joel J. P. C. Rodrigues et al. · Computers & Electrical Engineering · 2020 · 134 citations · Full text

Convolutional Neural Network, Engineering, Sdn Environments +8