Towards cooperation location privacy-preserving group nearest neighbor queries in LBS
On the basis of analyzing the existing location privacy protections in GNN queries, a GNN queries method for location privacy protection in LBS was proposed. In this method, a distributed system structure for GNN was adopted to overcome the disadvantages of centralized anonymous system structure suc...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2015-03-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015054/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Summary: | On the basis of analyzing the existing location privacy protections in GNN queries, a GNN queries method for location privacy protection in LBS was proposed. In this method, a distributed system structure for GNN was adopted to overcome the disadvantages of centralized anonymous system structure such as making a communication bottleneck and being a vulnerable point of attack. According to the motion status of a user group, two methods on the basis of this struc-ture, named location random perturbation and threshold secret sharing version of Paillier cryptosystem, were used to se-curely compute the center location of the user group. Then these users' GNN queries had been turned into NN queries of the group center. Compared with existing related work, theoretical analysis proves that the proposal can effectively resist against the existing distance interaction attack and collusion attack and achieve flexible GNN queries, while it costs lower network resources. |
|---|---|
| ISSN: | 1000-436X |