Exploring Image Reconstruction Attack in Deep Learning Computation Offloading

Author:

Oh Hyunseok1,Lee Youngki1

Affiliation:

1. Seoul National University, Seoul, South Korea

Funder

National Research Foundation of Korea (NRF)

Publisher

ACM Press

Reference33 articles.

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2. Giuseppe Ateniese, Giovanni Felici, Luigi V Mancini, Angelo Spognardi, Antonio Villani, and Domenico Vitali. 2013. Hacking smart machines with smarter ones: How to extract meaningful data from machine learning classifiers. arXiv preprint arXiv:1306.4447 (2013).

3. Fabian Boemer, Yixing Lao, and Casimir Wierzynski. 2018. nGraph-HE: A Graph Compiler for Deep Learning on Homomorphically Encrypted Data. arXiv preprint arXiv:1810.10121 (2018).

4. Deyan Chen and Hong Zhao. 2012. Data security and privacy protection issues in cloud computing. In 2012 International Conference on Computer Science and Electronics Engineering, Vol. 1. IEEE, 647--651.

5. Francc ois Chollet. 2017. Xception: Deep learning with depthwise separable convolutions. In Proceedings of the IEEE conference on computer vision and pattern recognition. 1251--1258.

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