104 citations · 133 across the 4 of their papers we have counts for
4 papers
Generalizing intrusion detection for heterogeneous networks: A stacked-unsupervised federated learning approach
Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Junior, Aldri Luiz dos Santos +1
The constantly evolving digital transformation imposes new requirements on our society. Aspects relating to reliance on the networking domain and the difficulty of achieving securi…
Bridging the gap to real-world for network intrusion detection systems with data-centric approach
Gustavo de Carvalho Bertoli, Lourenço Alves Pereira Junior, Filipe Alves Neto Verri +2
Most research using machine learning (ML) for network intrusion detection systems (NIDS) uses well-established datasets such as KDD-CUP99, NSL-KDD, UNSW-NB15, and CICIDS-2017. In t…
A-star path planning simulation for UAS Traffic Management (UTM) application
Carlos Augusto Pötter Neto, Gustavo de Carvalho Bertoli, Osamu Saotome
This paper presents a Robot Operating System and Gazebo application to calculate and simulate an optimal route for a drone in an urban environment by developing new ROS packages an…
Total Variation Applications in Computer Vision
Vania V. Estrela, Hermes Aguiar Magalhaes, Osamu Saotome
The objectives of this chapter are: (i) to introduce a concise overview of regularization; (ii) to define and to explain the role of a particular type of regularization called tota…