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Enabling Efficient and Geometric Range Query with Access
Control over Encrypted Spatial Data
ABSTRACT:
As a basic query function, range query has been exploited in many scenarios such
as Sql retrieves, location-based services, and computational geometry. Meanwhile,
with explosive growth of data volume, users are increasingly inclining to store data
on the cloud for saving local storage and computational cost. However, a long-
standing problem is that the user’s data may be completely revealed to the cloud
server because it has full data access right. To cope with this problem, a
frequently-used method is to encrypt raw data before outsourcing them, but the
availability and operability of data will be reduced significantly. In this paper, we
propose an Efficient and Geometric Range Query scheme (EGRQ) supporting
searching and data access control over encrypted spatial data. We employ secure
KNN computation, polynomial fitting technique and order-preserving encryption
to achieve secure, efficient and accurate geometric range query over cloud data.
Then, we propose a novel spatial data access control strategy to refine user’s rights
in our EGRQ. To improve the efficiency, R-tree is adopted to reduce the searching
space and matching times in whole search process. Finally, we theoretically prove
the security of our proposed scheme in terms of confidentiality of spatial data,
privacy protection of index and trapdoor, and the unlinkability of trapdoors. In
addition, extensive experiments demonstrate the high efficiency of our proposed
model compared with existing schemes.
SYSTEM REQUIREMENTS:
HARDWARE REQUIREMENTS:
 System : Pentium Dual Core.
 Hard Disk : 120 GB.
 Monitor : 15’’ LED
 Input Devices : Keyboard, Mouse
 Ram : 1 GB
SOFTWARE REQUIREMENTS:
 Operating system : Windows 7.
 Coding Language : JAVA.
 Tool : Netbeans 7.2.1
 Database : MYSQL
REFERENCE:
Guowen Xu, L, Hongwei Li(Corresponding author), Yuanshun Dai, Kan Yang and
Xiaodong Lin, “Enabling Efficient and Geometric Range Query with Access
Control over Encrypted Spatial Data”, IEEE Transactions on Information
Forensics and Security, Volume: 14 , Issue: 4 , April 2019.
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Enabling Efficient and Geometric Range Query with Access Control over Encrypted Spatial Data

  • 1. Enabling Efficient and Geometric Range Query with Access Control over Encrypted Spatial Data ABSTRACT: As a basic query function, range query has been exploited in many scenarios such as Sql retrieves, location-based services, and computational geometry. Meanwhile, with explosive growth of data volume, users are increasingly inclining to store data on the cloud for saving local storage and computational cost. However, a long- standing problem is that the user’s data may be completely revealed to the cloud server because it has full data access right. To cope with this problem, a frequently-used method is to encrypt raw data before outsourcing them, but the availability and operability of data will be reduced significantly. In this paper, we propose an Efficient and Geometric Range Query scheme (EGRQ) supporting searching and data access control over encrypted spatial data. We employ secure KNN computation, polynomial fitting technique and order-preserving encryption to achieve secure, efficient and accurate geometric range query over cloud data. Then, we propose a novel spatial data access control strategy to refine user’s rights in our EGRQ. To improve the efficiency, R-tree is adopted to reduce the searching space and matching times in whole search process. Finally, we theoretically prove the security of our proposed scheme in terms of confidentiality of spatial data, privacy protection of index and trapdoor, and the unlinkability of trapdoors. In addition, extensive experiments demonstrate the high efficiency of our proposed model compared with existing schemes. SYSTEM REQUIREMENTS:
  • 2. HARDWARE REQUIREMENTS:  System : Pentium Dual Core.  Hard Disk : 120 GB.  Monitor : 15’’ LED  Input Devices : Keyboard, Mouse  Ram : 1 GB SOFTWARE REQUIREMENTS:  Operating system : Windows 7.  Coding Language : JAVA.  Tool : Netbeans 7.2.1  Database : MYSQL REFERENCE: Guowen Xu, L, Hongwei Li(Corresponding author), Yuanshun Dai, Kan Yang and Xiaodong Lin, “Enabling Efficient and Geometric Range Query with Access Control over Encrypted Spatial Data”, IEEE Transactions on Information Forensics and Security, Volume: 14 , Issue: 4 , April 2019.
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