Non-equal-width histogram publishing method based on differential privacy

Non-equal-width histogram publishing method based on differential privacy

Existing histogram publishing technology based on differential privacy may show phenomenon of＆quot;retracting＆quot; and ＆quot;zero bucket＆quot; when histogram is used to reflect the real distribution characteristics of data,and ＆quot;too gentle＆quot; in the case of large data volume.In addition,the...

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Bibliographic Details
Main Authors:	Lei YANG, Xiao ZHENG, Wei ZHAO
Format:	Article
Language:	English
Published:	POSTS&TELECOM PRESS Co., LTD 2020-06-01
Series:	网络与信息安全学报
Subjects:	differential privacy non-equal-width histogram publishing Laplace mechanism privacy budget
Online Access:	http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2020035
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