Security Enhancements for Approximate Machine Learning
Author:
Affiliation:
1. University of Cambridge, Cambridge, United Kingdom
2. University College London, London, United Kingdom
3. Hunan University, Changsha, China
Funder
Hunan Natural Science Foundation for Distinguished Young Scholars
National Natural Science Foundation of China
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3453688.3461753
Reference48 articles.
1. Revisiting Deep Learning Parallelism: Fine-Grained Inference Engine Utilizing Online Arithmetic
2. Achilles. [n.d.]. https://blog.checkpoint.com/2020/08/06/achilles-small-chip-bigperil/. Achilles. [n.d.]. https://blog.checkpoint.com/2020/08/06/achilles-small-chip-bigperil/.
3. A Linear-System Operator Based Scheme for Evaluation of Multinomials
4. Bit-pragmatic deep neural network computing
5. Signed-Digit Numbe Representations for Fast Parallel Arithmetic
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1. A Survey of Approximate Computing: From Arithmetic Units Design to High-Level Applications;Journal of Computer Science and Technology;2023-03-30
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