Marcos V. O. de Assis

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

A Game Theoretical Based System Using Holt-Winters and Genetic Algorithm With Fuzzy Logic for DoS/DDoS Mitigation on SDN Networks

Marcos V. O. de Assis, Anderson H. Hamamoto, Taufik Abrão et al. · IEEE Access · 2017 · 69 citations · Full text

Anomaly Detection, Engineering, Information Security +23

Anomaly Detection Using Forecasting Methods ARIMA and HWDS

Eduardo H. M. Pena, Marcos V. O. de Assis, Mário Lemes Proença · 2013 · 65 citations

Internet Traffic Analysis, Anomaly Detection, Engineering +20

Fast Defense System Against Attacks in Software Defined Networks

Marcos V. O. de Assis, Matheus P. Novaes, Cinara Brenda Zerbini et al. · IEEE Access · 2018 · 31 citations · Full text

Engineering, Information Security, Central Controller +16