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
fDate :
6/24/1905 12:00:00 AM
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;
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7278-6
DOI :
10.1109/IJCNN.2002.1007732
