• DocumentCode
    1684370
  • Title

    Application of MultiLayer Perceptron Network as a one-way hash function

  • Author

    Yee, Liew Pol ; De Silva, Liyanage C.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
  • Volume
    2
  • fYear
    2002
  • fDate
    6/24/1905 12:00:00 AM
  • Firstpage
    1459
  • Lastpage
    1462
  • Abstract
    In this paper, the applicability of using a multilayer-perceptron (MLP) network as a possible hash algorithm is investigated. The difficulty of recovering an input from an MLP network hashed output is presented. Important features of good hash algorithms such as resistance to birthday attacks and collision free hashing are explored with regard to the MLP network. Possible advantages of using such an arrangement over existing hash algorithms are mentioned
  • Keywords
    cryptography; file organisation; multilayer perceptrons; cryptography; hash algorithms; multilayer perceptron network; one-way hash function; Application software; Artificial neural networks; Cryptography; Drives; Fingerprint recognition; Immune system; Multilayer perceptrons; Neural networks; Neurons; Nonlinear equations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7278-6
  • Type

    conf

  • DOI
    10.1109/IJCNN.2002.1007732
  • Filename
    1007732
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1684370