Roger Robson dos Santos

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

False Positives And False Negatives

Network Intrusion

Reinforcement Learning

Hierarchical Classification

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Roger Robson dos Santos, Eduardo K. Viegas, Altair O. Santin, Pietro Tedeschi
Federated learning for reliable model updates in network-based intrusion detection. Comput. Secur. 133 (2023)
Roger Robson dos Santos, Eduardo K. Viegas, Altair O. Santin, Vinicius Vielmo Cogo
Reinforcement Learning for Intrusion Detection: More Model Longness and Fewer Updates. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Eduardo Tieppo, Roger Robson dos Santos, Jean Paul Barddal, Júlio César Nievola
Hierarchical classification of data streams: a systematic literature review. Artif. Intell. Rev. 55 (4) (2022)
Roger Robson dos Santos, Eduardo K. Viegas, Altair O. Santin
A Reminiscent Intrusion Detection Model Based on Deep Autoencoders and Transfer Learning. GLOBECOM (2021)
Felipe Ramos, Eduardo K. Viegas, Altair O. Santin, Pedro Horchulhack, Roger Robson dos Santos, Allan Espindola
A Machine Learning Model for Detection of Docker-based APP Overbooking on Kubernetes. ICC (2021)
Roger Robson dos Santos, Eduardo K. Viegas, Altair O. Santin
Improving Intrusion Detection Confidence Through a Moving Target Defense Strategy. GLOBECOM (2021)
Rivaldo L. Tomio, Eduardo K. Viegas, Altair O. Santin, Roger Robson dos Santos
A Multi-View Intrusion Detection Model for Reliable and Autonomous Model Updates. ICC (2021)
Roger Robson dos Santos, Eduardo Kugler Viegas, Altair O. Santin, Vinicius Vielmo Cogo
A Long-Lasting Reinforcement Learning Intrusion Detection Model. AINA (2020)
Jackson Mallmann, Altair Olivo Santin, Eduardo Kugler Viegas, Roger Robson dos Santos, Jhonatan Geremias
PPCensor: Architecture for real-time pornography detection in video streaming. Future Gener. Comput. Syst. 112 (2020)
Bruno B. Bulle, Altair O. Santin, Eduardo K. Viegas, Roger Robson dos Santos
A Host-based Intrusion Detection Model Based on OS Diversity for SCADA. IECON (2020)