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Conferences > LS > 2023 > JW4A > JW4A.80

Optical Hashing for Secure Data Compression in Heterogeneous Convolution Neural Networks

Haoyan Kang, Maria Solyanik-Gorgone, Jiachi Ye, Behrouz Movahhed Nouri, Hao Wang, Hamed Dalir, and Volker J. Sorger

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Abstract

We introduce an optical hashing and compression scheme using analog optical AI accelerators for high-speed processing of encrypted data, offering improved performance and data security over electronic machine-learning accelerators.

© 2023 The Author(s)

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