Subtle adversarial image manipulations influence both human and machine perception

Although artificial neural networks (ANNs) were inspired by the brain, ANNs exhibit a brittleness not generally observed in human perception. One shortcoming of ANNs is their susceptibility to adversarial perturbations—subtle modulations of natural images that result in changes to classification dec...

Descripción completa

Detalles Bibliográficos
Autores principales: Veerabadran, Vijay, Goldman, Josh, Shankar, Shreya, Cheung, Brian, Papernot, Nicolas, Kurakin, Alexey, Goodfellow, Ian, Shlens, Jonathon, Sohl-Dickstein, Jascha, Mozer, Michael C., Elsayed, Gamaleldin F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427626/
https://www.ncbi.nlm.nih.gov/pubmed/37582834
http://dx.doi.org/10.1038/s41467-023-40499-0

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427626/
https://www.ncbi.nlm.nih.gov/pubmed/37582834
http://dx.doi.org/10.1038/s41467-023-40499-0

Ejemplares similares