A Generic Cryptographic Deep-Learning Inference Platform for Remote Sensing Scenes

Deep learning plays an essential role in multidisciplinary research of Remote sensing. We will encounter security problems during the data acquisition, processing, and result generation stages. Therefore, secure deep-learning inference services are one of the most important links. Some theoretical p...

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Veröffentlicht in:	IEEE journal of selected topics in applied earth observations and remote sensing 2023-01, Vol.16, p.1-13
Hauptverfasser:	Chen, Qian, Wu, Yulin, Wang, Xuan, Jiang, Zoe L., Zhang, Weizhe, Liu, Yang, Alazab, Mamoun
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Computation Convolution Convolutional neural network Convolutional neural network (CNN) Cryptography Data acquisition Data transmission Deep learning deep learning inference Encryption Floating point arithmetic fully homomorphic encryption fully homomorphic encryption (HE) Homomorphic encryption Inference Multidisciplinary research privacy preserving Remote sensing remote sensing scenes Resists Security Space stations Task analysis
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