MultiMagNet: A Non-deterministic Approach based on the Formation of Ensembles for Defending Against Adversarial Images. - Gabriel R. Machado; Ronaldo R. Goldschmidt; Eugênio Silva (ICEIS (1), 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 (SBSI, 2019)

Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective. - Gabriel Resende Machado; Eugênio Silva; Ronaldo Ribeiro Goldschmidt (CoRR, 2020)

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)

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)