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ApaNet: adversarial perturbations alleviation network for face verification

Albeit Deep neural networks (DNNs) are widely used in computer vision, natural language processing and speech recognition, they have been discovered to be fragile to adversarial attacks. Specifically, in computer vision, an attacker can easily deceive DNNs by contaminating an input image with pertur...

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Detalles Bibliográficos
Autores principales: Sun, Guangling, Hu, Haoqi, Su, Yuying, Liu, Qi, Lu, Xiaofeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9395815/
https://www.ncbi.nlm.nih.gov/pubmed/36035322
http://dx.doi.org/10.1007/s11042-022-13641-1