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Statistics release and privacy protection method of location big data based on deep learning
期刊论文
Tongxin Xuebao/Journal on Communications, 2022, 卷号: 43, 期号: 1, 页码: 203-216
作者:
Yan, Yan
;
Cong, Yiming
;
Mahmood, Adnan
;
Sheng, Quanzheng
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/04/21
Big data
Budget control
Data privacy
Deep learning
Efficiency
Forecasting
Publishing
Data publishing
Deep learning
Differential privacies
Location privacy
Partition structures
Privacy protection
Privacy protection data publishing
Private spatial decomposition
Protection methods
Spatial decompositions
A weighted K-member clustering algorithm for K-anonymization
期刊论文
COMPUTING, 2021, 卷号: 103, 期号: 10, 页码: -
作者:
Yan, Yan
;
Herman, Eyeleko Anselme
;
Mahmood, Adnan
;
Feng, Tao
;
Xie, Pengshou
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/12
Privacy by design
Publishing
Statistics
Clustering effect
Clustering process
Data release
Experimental analysis
Information loss
K-Anonymity
K-anonymization
Privacy Preserving Data Publishing
Modelling the Publishing Process of Big Location Data Using Deep Learning Prediction Methods
期刊论文
ELECTRONICS, 2020, 卷号: 9, 期号: 3
作者:
Yan, Yan
;
Wang, Bingqian
;
Sheng, Quan Z.
;
Mahmood, Adnan
;
Feng, Tao
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/03/01
big location data
publishing interval prediction
deep learning
adaptive adjusted sampling
MODWT decomposition
Differential Private Spatial Decomposition and Location Publishing Based on Unbalanced Quadtree Partition Algorithm
期刊论文
IEEE Access, 2020, 卷号: 8, 页码: 104775-104787
作者:
Yan, Yan
;
Yan, Yan
;
Gao, Xin
;
Mahmood, Adnan
;
Feng, Tao
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2020/11/14
Budget control
Data privacy
Location
Publishing
Big data applications
Differential privacies
Experimental comparison
Location information
Partition structures
Real-world datasets
Spatial decompositions
Statistical information
Location big data partition and publishing method based on sampling and adjustment
期刊论文
Engineering Letters, 2020, 卷号: 28, 期号: 2, 页码: 280-289
作者:
Yan, Yan
;
Zhang, Lianxiu
;
Feng, Tao
;
Xie, Pengshou
;
Gao, Xin
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2020/11/14
Big data
Economic and social effects
Location
Processing
Publishing
Trees (mathematics)
Adjustment method
Data publishing
Differential privacies
Fixed time interval
Partition structures
Processing method
Publishing process
Temporal and spatial redundancies
Publishing Sensitive Trajectory Data under Enhanced l-Diversity Model
会议论文
2019 20TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (MDM 2019), 2019-01-01
作者:
Yao, Lin
;
Wang, Xinyu
;
Wang, Xin
;
Hu, Haibo
;
Wu, Guowei
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/02
Sensitive Label
Perturbation
Trajectory Data Publishing
Privacy-Preserving Crowd-Sourced Statistical Data Publishing with An Untrusted Server
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, 卷号: 18, 期号: 6
作者:
Wang, Zhibo
;
Pang, Xiaoyi
;
Chen, Yahong
;
Shao, Huajie
;
Wang, Qian
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2019/12/05
Mobile crowdsensing
data publishing
untrusted server
differential privacy
privacy-preserving
Privacy-Preserving Crowd-Sourced Statistical Data Publishing with An Untrusted Server
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, 卷号: 18, 页码: 1356-1367
-
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2020/01/03
Mobile crowdsensing
data publishing
untrusted server
differential privacy
privacy-preserving
Maximum delay anonymous clustering feature tree based privacy-preserving data publishing in social networks
会议论文
7th International Conference on Identification, Information and Knowledge in the Internet of Things (IIKI), OCT 19-21, 2018
作者:
Zhang, Jinquan
;
Zhao, Bowen
;
Song, Guochao
;
Ni, Lina
;
Yu, Jiguo
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2019/12/31
Privacy protection
Data publishing
Social networks
(alpha,L)-diversity
K-anonymity
Clustering feature (CF) tree
Dynamic Release of Big Location Data Based on Adaptive Sampling and Differential Privacy
期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 164962-164974
作者:
Yan, Yan
;
Zhang, Lianxiu
;
Sheng, Quan Z.
;
Wang, Bingqian
;
Gao, Xin
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2020/06/16
Big location data
privacy preserving data publishing
adaptive sampling
differentia privacy
heuristic quad-tree partitioning
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