Title :
Generalized pattern matching string search on encrypted data in cloud systems
Author :
Dongsheng Wang ; Xiaohua Jia ; Cong Wang ; Kan Yang ; Shaojing Fu ; Ming Xu
Author_Institution :
Coll. of Comput., Nat. Univ. of Defense Technol., Changsha, China
fDate :
April 26 2015-May 1 2015
Abstract :
Searchable encryption is an important and challenging issue. It allows people to search on encrypted data. This is a very useful function when more and more people choose to host their data in the cloud and the cloud server is not fully trustable. Existing solutions for searchable encryption are only limited to some simple functions of search, such as boolean search or similarity search. In this paper, we propose a scheme for Generalized Pattern-matching String-search on Encrypted data (GPSE) in cloud systems. GPSE allows users to specify their search queries by using generalized wildcard-based string patterns (such as SQL-like patterns). It gives users great expressive power in specifying highly targeted search queries. In the framework of GPSE, we particularly implemented two most commonly used pattern matching search functions on encrypted data, the substring matching and the longest-prefix-first matching. We also prove that GPSE is secure under the known-plaintext model. Experiments over real data sets show that GPSE achieves high search accuracy.
Keywords :
cloud computing; cryptography; query processing; string matching; GPSE scheme; cloud systems; encrypted data; generalized pattern matching string search; generalized wildcard-based string patterns; known-plaintext model; longest-prefix-first matching; search query specification; searchable encryption; substring matching; Accuracy; Cryptography; Euclidean distance; Indexes; Pattern matching; Servers;
Conference_Titel :
Computer Communications (INFOCOM), 2015 IEEE Conference on
Conference_Location :
Kowloon
DOI :
10.1109/INFOCOM.2015.7218595