DocumentCode :
172952
Title :
RESeED: Regular Expression Search over Encrypted Data in the Cloud
Author :
Salehi, Mohsen Amini ; Caldwell, Thomas ; Fernandez, Alicia ; Mickiewicz, Emmanuel ; Rozier, Eric W. D. ; Zonouz, Saman ; Redberg, David
Author_Institution :
Electr. & Comput. Eng., Univ. of Miami, Miami, FL, USA
fYear :
2014
fDate :
June 27 2014-July 2 2014
Firstpage :
673
Lastpage :
680
Abstract :
Capabilities for trustworthy cloud-based computing and data storage require usable, secure and efficient solutions which allow clients to remotely store and process their data in the cloud. In this paper, we present RESeED, a tool which provides user-transparent and cloud-agnostic search over encrypted data using regular expressions without requiring cloud providers to make changes to their existing infrastructure. When a client asks RESeED to upload a new file in the cloud, RESeED analyzes the file´s content and updates novel data structures accordingly, encrypting and transferring the new data to the cloud. RESeED provides regular expression search over this encrypted data by translating queries on-the-fly to finite automata and analyzes efficient and secure representations of the data before asking the cloud to download the encrypted files. We evaulate a working prototype of RESeED experimentally (currently publicly available) and show the scalability and correctness of our approach using real-world data sets from arXiv.org and the IETF. We show absolute accuracy for RESeED, with very low (6%) overhead, and high performability, even beating grep for some benchmarks.
Keywords :
cloud computing; cryptography; data structures; finite automata; query processing; trusted computing; IETF; RESeED tool; arXiv.org; cloud-agnostic search; data storage; finite automata; grep; query translation; regular expression search; secure data representation; trustworthy cloud-based computing; user-transparent search; Automata; Benchmark testing; Data structures; Encryption; Indexes; Keyword search; cloud computing; privacy; regular expression; searchable encryption; security;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cloud Computing (CLOUD), 2014 IEEE 7th International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4799-5062-1
Type :
conf
DOI :
10.1109/CLOUD.2014.95
Filename :
6973801
Link To Document :
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