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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...

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Detalles Bibliográficos
Autores principales: Chung, Hyerin, Lee, Nakyung, Lee, Hansol, Cho, Youngsun, Woo, Jihwan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
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