Gabriel R. Machado

According to our database, Gabriel R. Machado authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Adversarial Machine Learning in Image Classification: A Survey Toward the Defender's Perspective.

Gabriel Resende Machado, Eugênio Silva, Ronaldo Ribeiro Goldschmidt

ACM Comput. Surv., 2023

2021

A Reduced Network Traffic Method for IoT Data Clustering.

Ricardo de Azevedo Brandão, Gabriel Resende Machado, Ronaldo Ribeiro Goldschmidt, Ricardo Choren

ACM Trans. Knowl. Discov. Data, 2021

2020

Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective.

Gabriel Resende Machado, Eugênio Silva, Ronaldo Ribeiro Goldschmidt

CoRR, 2020

2019

A Non-Deterministic Method to Construct Ensemble-Based Classifiers to Protect Decision Support Systems Against Adversarial Images: A Case Study.

Gabriel R. Machado, Eugênio Silva, Ronaldo R. Goldschmidt

Proceedings of the XV Brazilian Symposium on Information Systems, 2019

MultiMagNet: A Non-deterministic Approach based on the Formation of Ensembles for Defending Against Adversarial Images.

Gabriel R. Machado, Ronaldo R. Goldschmidt, Eugênio Silva

Proceedings of the 21st International Conference on Enterprise Information Systems, 2019