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GuaRD: Guaranteed robustness of image retrieval system under data distortion turbulence
Image search systems could be endangered by adversarial attacks and data perturbations. The image retrieval system can be compromised either by distorting the query or hacking the ranking system. However, existing literature primarily discusses attack methods, whereas the research on countermeasures...
Autores principales: | Chung, Hyerin, Lee, Nakyung, Lee, Hansol, Cho, Youngsun, Woo, Jihwan |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10538669/ https://www.ncbi.nlm.nih.gov/pubmed/37768896 http://dx.doi.org/10.1371/journal.pone.0288432 |
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