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Sparsity in neural networks can improve their privacy
- Publication Year :
- 2023
-
Abstract
- This article measures how sparsity can make neural networks more robust to membership inference attacks. The obtained empirical results show that sparsity improves the privacy of the network, while preserving comparable performances on the task at hand. This empirical study completes and extends existing literature.<br />Comment: arXiv admin note: duplicate of arXiv:2304.07234
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2304.10553
- Document Type :
- Working Paper