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Searched The ACM Guide to Computing Literature (3,765,835 records)|Limit your search to The ACM Full-Text Collection (758,649 records)
- research-articleMay 2023
SecureTVM: A TVM-based Compiler Framework for Selective Privacy-preserving Neural Inference
- Po-Hsuan Huang,
- Chia-Heng Tu,
- Shen-Ming Chung,
- Pei-Yuan Wu,
- Tung-Lin Tsai,
- Yi-An Lin,
- Chun-Yi Dai,
- Tzu-Yi Liao
ACM Transactions on Design Automation of Electronic Systems (TODAES), Volume 28, Issue 4Article No.: 61, Pages 1–28https://doi.org/10.1145/3579049Privacy-preserving neural inference helps protect both the user input data and the model weights from being leaked to others during the inference of a deep learning model. To achieve data protection, the inference is often performed within a secure domain,...