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2020 – today
- 2023
[j3]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
- [j2]Maria Luiza Machado Campos, Eugênio Silva, Renato Cerceau, Sérgio Manuel Serra da Cruz, Fabrício Alves Barbosa da Silva, Fábio Castro Gouveia, Rodrigo Jardim, Nelson Kotowski, Giseli Rabello Lopes, Alberto M. R. Dávila:
Towards Machine-Readable (Meta) Data and the FAIR Value for Artificial Intelligence Exploration of COVID-19 and Cancer Research Data. Frontiers Big Data 4: 656553 (2021) - 2020
- [j1]Manoela Kohler, Marley M. B. R. Vellasco, Eugênio Silva, Karla Figueiredo:
SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated Optimization. IEEE Syst. J. 14(4): 5111-5120 (2020) - [i1]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
- 2019
- [c2]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 - [c1]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
Coauthor Index
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