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Adversarial Machine Learning Protection Using the Example of Evasion Attacks on Medical Images
This work considers evasion attacks on machine learning (ML) systems that use medical images in their analysis. Their systematization and a practical assessment of feasibility are carried out. Existing protection techniques against ML evasion attacks are presented and analyzed. The features of medic...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Pleiades Publishing
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9974049/ http://dx.doi.org/10.3103/S0146411622080211 |