Membership inference attack on differentially private block coordinate descent

The extraordinary success of deep learning is made possible due to the availability of crowd-sourced large-scale training datasets. Mostly, these datasets contain personal and confidential information, thus, have great potential of being misused, raising privacy concerns. Consequently, privacy-prese...

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Detalles Bibliográficos
Autores principales: Riaz, Shazia, Ali, Saqib, Wang, Guojun, Latif, Muhammad Ahsan, Iqbal, Muhammad Zafar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588713/
https://www.ncbi.nlm.nih.gov/pubmed/37869463
http://dx.doi.org/10.7717/peerj-cs.1616

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588713/
https://www.ncbi.nlm.nih.gov/pubmed/37869463
http://dx.doi.org/10.7717/peerj-cs.1616

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