• DocumentCode
    153712
  • Title

    Dynamically Differentiated Multipath Security in Fixed Bandwidth Networks

  • Author

    Obert, James ; Pivkina, Inna ; Hong Huang ; Huiping Cao

  • Author_Institution
    Cyber R&D Solutions, Sandia Nat. Labs., Albuquerque, NM, USA
  • fYear
    2014
  • fDate
    6-8 Oct. 2014
  • Firstpage
    88
  • Lastpage
    93
  • Abstract
    Networks can be secured using a secure quality of service approach in which a sender disperses data along multiple secure paths. In this secure multipath approach, a portion of the data from the sender is transmitted over each path on fixed bandwidth networks, and the receiver assembles the data fragments that arrive. The research presented explores the effects of cloud infrastructure attack scenarios, and gauges the threat levels along each path. Optimal sampling and compression via compressed sensing is employed in order to minimize the possibility of dropped packets and missed attacks. The probability of the presence of specific attack signatures along each network path is determined using statistical learning techniques. Path information assurance levels are derived using these probabilities and encryption strengths are dynamically increased along those paths found to be most vulnerable. As compared to statically employed path encryption schemes, the devised methods in this research significantly increase data throughput on fixed bandwidth networks.
  • Keywords
    cloud computing; compressed sensing; cryptography; learning (artificial intelligence); multipath channels; probability; sampling methods; telecommunication network routing; telecommunication security; cloud infrastructure attack scenarios; compressed sensing; data dispersion; data throughput; dropped packet possibility minimization; dynamically differentiated multipath security; encryption strengths; fixed bandwidth networks; missed attack possibility minimization; optimal compression; optimal sampling; path encryption schemes; path information assurance levels; secure multipath approach; secure quality-of-service approach; statistical learning techniques; Clustering algorithms; Compressed sensing; Encryption; Feature extraction; Routing; Throughput; Anomaly Detection; Information Assurance; Multipath Security;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Military Communications Conference (MILCOM), 2014 IEEE
  • Conference_Location
    Baltimore, MD
  • Type

    conf

  • DOI
    10.1109/MILCOM.2014.22
  • Filename
    6956742