• DocumentCode
    36471
  • Title

    Secure Top- k Query Processing in Unattended Tiered Sensor Networks

  • Author

    Rui Zhang ; Jing Shi ; Yanchao Zhang ; Xiaoxia Huang

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Hawaii, Honolulu, HI, USA
  • Volume
    63
  • Issue
    9
  • fYear
    2014
  • fDate
    Nov. 2014
  • Firstpage
    4681
  • Lastpage
    4693
  • Abstract
    Many future large-scale unattended sensor networks (USNs) are expected to follow a two-tier architecture with resource-poor sensor nodes at the lower tier and fewer resource-rich master nodes at the upper tier. Master nodes collect data from sensor nodes and then answer the queries from the network owner on their behalf. In hostile environments, master and sensor nodes may be compromised by the adversary and return incorrect data in response to data queries. Such application-level attacks are more harmful and difficult to detect than blind denial-of-service attacks on network communications, particularly when the query results are the basis for critical decision making. This paper presents a suite of novel schemes to enable verifiable top-k query processing in USNs, which is the first work of its kind. The proposed schemes are built upon symmetric cryptographic primitives and enable the network owner to detect any incorrect top-k query results. Detailed theoretical and simulation results confirm the high efficacy and efficiency of the proposed schemes.
  • Keywords
    query processing; telecommunication security; wireless sensor networks; USNs; application-level attacks; blind denial-of-service attacks; critical decision making; data collection; data queries; hostile environments; network communications; resource-poor sensor nodes; resource-rich master nodes; secure top-k query processing; symmetric cryptographic primitives; two-tier architecture; unattended tiered sensor networks; Cryptography; Educational institutions; Measurement; Query processing; Silicon; Wireless communication; Wireless sensor networks; Security; top- $k$ query; unattended tiered sensor networks (UTSNs);
  • fLanguage
    English
  • Journal_Title
    Vehicular Technology, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9545
  • Type

    jour

  • DOI
    10.1109/TVT.2014.2312014
  • Filename
    6767141