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Gabriel R. Machado

Gabriel Resende Machado

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2020 – today

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2023
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Gabriel Resende Machado, Eugênio Silva, Ronaldo Ribeiro Goldschmidt:
Adversarial Machine Learning in Image Classification: A Survey Toward the Defender's Perspective. ACM Comput. Surv. 55(2): 8:1-8:38 (2023)
2021
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Ricardo de Azevedo Brandão, Gabriel Resende Machado, Ronaldo Ribeiro Goldschmidt, Ricardo Choren:
A Reduced Network Traffic Method for IoT Data Clustering. ACM Trans. Knowl. Discov. Data 15(1): 13:1-13:23 (2021)
2020
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Gabriel Resende Machado, Eugênio Silva, Ronaldo Ribeiro Goldschmidt:
Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective. CoRR abs/2009.03728 (2020)

2010 – 2019

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2019
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Gabriel R. Machado, Ronaldo R. Goldschmidt, Eugênio Silva:
MultiMagNet: A Non-deterministic Approach based on the Formation of Ensembles for Defending Against Adversarial Images. ICEIS (1) 2019: 307-318
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Gabriel R. Machado, Eugênio Silva, Ronaldo R. Goldschmidt:
A Non-Deterministic Method to Construct Ensemble-Based Classifiers to Protect Decision Support Systems Against Adversarial Images: A Case Study. SBSI 2019: 72:1-72:8

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