Cargando…

Image classification adversarial attack with improved resizing transformation and ensemble models

Convolutional neural networks have achieved great success in computer vision, but incorrect predictions would be output when applying intended perturbations on original input. These human-indistinguishable replicas are called adversarial examples, which on this feature can be used to evaluate networ...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Chenwei, Zhang, Hengwei, Yang, Bo, Wang, Jindong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403174/
https://www.ncbi.nlm.nih.gov/pubmed/37547405
http://dx.doi.org/10.7717/peerj-cs.1475