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Quantum-aided secure deep neural network inference on real quantum computers

Deep neural networks (DNNs) are phenomenally successful machine learning methods broadly applied to many different disciplines. However, as complex two-party computations, DNN inference using classical cryptographic methods cannot achieve unconditional security, raising concern on security risks of...

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Detalles Bibliográficos
Autores principales: Yu, Hanqiao, Ren, Xuebin, Zhao, Cong, Yang, Shusen, McCann, Julie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10625985/
https://www.ncbi.nlm.nih.gov/pubmed/37926734
http://dx.doi.org/10.1038/s41598-023-45791-z