A Survey on Side-Channel-based Reverse Engineering Attacks on Deep Neural Networks

Author:

Liu Yuntao1,Zuzak Michael1,Xing Daniel1,McDaniel Isaac1,Mittu Priya1,Ozbay Olsan1,Akib Abir1,Srivastava Ankur1

Affiliation:

1. University of Maryland,College Park

Funder

National Science Foundation

Publisher

IEEE

Reference34 articles.

1. Test vector leakage assessment (tvla) derived test requirements (dtr) with aes;becker;International Cryptographic Module Conference,2013

2. BoMaNet

3. Stealing neural networks via timing side channels;duddu;ArXiv Preprint,2018

4. {CSI}{NN}: Reverse engineering of neural network architectures through electromagnetic side channel;batina;28th USENIX Security Symposium (USENIX Security 19),2019

5. Masking Feedforward Neural Networks Against Power Analysis Attacks

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