DiffPRFs:random forest under differential privacy
A differential privacy algorithm DiffPRFs based on random forests was proposed.Exponential mechanism was used to select split point and split attribute in each decision tree building process,and noise was added according to Laplace mechanism.Differential privacy protection requirement was satisfied...
Wedi'i Gadw mewn:
| Prif Awduron: | , , , |
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| Fformat: | Artigo |
| Iaith: | Chinês |
| Cyhoeddwyd: |
Editorial Department of Journal on Communications
2016-09-01
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| Cyfres: | Tongxin xuebao |
| Pynciau: | |
| Mynediad Ar-lein: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2016169/ |
| Tagiau: |
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
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