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Generating adversarial examples without specifying a target model

Adversarial examples are regarded as a security threat to deep learning models, and there are many ways to generate them. However, most existing methods require the query authority of the target during their work. In a more practical situation, the attacker will be easily detected because of too man...

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Detalles Bibliográficos
Autores principales: Yang, Gaoming, Li, Mingwei, Fang, Xianjing, Zhang, Ji, Liang, Xingzhu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8459786/
https://www.ncbi.nlm.nih.gov/pubmed/34616888
http://dx.doi.org/10.7717/peerj-cs.702