• 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