Neural cryptography

W. Kinzel; I. Kanter

doi:10.1109/iconip.2002.1202841

Neural cryptography

W. Kinzel, I. Kanter

Department of Physics

University of Würzburg

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

58 Scopus citations

Abstract

Two neural networks which are trained on their mutual output bits show a novel phenomenon: The networks synchronize to a state with identical time dependent weights. It is shown how synchronization by mutual learning can be applied to cryptography: secret key exchange over a public channel.

Original language	English
Title of host publication	ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing
Subtitle of host publication	Computational Intelligence for the E-Age
Editors	Jagath C. Rajapakse, Soo-Young Lee, Lipo Wang, Kunihiko Fukushima, Xin Yao
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1351-1354
Number of pages	4
ISBN (Electronic)	9810475241, 9789810475246
DOIs	https://doi.org/10.1109/iconip.2002.1202841
State	Published - 2002
Event	9th International Conference on Neural Information Processing, ICONIP 2002 - Singapore, Singapore Duration: 18 Nov 2002 → 22 Nov 2002

Publication series

Name	ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age
Volume	3

Conference

Conference	9th International Conference on Neural Information Processing, ICONIP 2002
Country/Territory	Singapore
City	Singapore
Period	18/11/02 → 22/11/02

Bibliographical note

Publisher Copyright:
© 2002 Nanyang Technological University.

Access to Document

10.1109/iconip.2002.1202841

Cite this

Kinzel, W., & Kanter, I. (2002). Neural cryptography. In J. C. Rajapakse, S.-Y. Lee, L. Wang, K. Fukushima, & X. Yao (Eds.), ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age (pp. 1351-1354). Article 1202841 (ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age; Vol. 3). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/iconip.2002.1202841

Kinzel, W. ; Kanter, I. / Neural cryptography. ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. editor / Jagath C. Rajapakse ; Soo-Young Lee ; Lipo Wang ; Kunihiko Fukushima ; Xin Yao. Institute of Electrical and Electronics Engineers Inc., 2002. pp. 1351-1354 (ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age).

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title = "Neural cryptography",

abstract = "Two neural networks which are trained on their mutual output bits show a novel phenomenon: The networks synchronize to a state with identical time dependent weights. It is shown how synchronization by mutual learning can be applied to cryptography: secret key exchange over a public channel.",

author = "W. Kinzel and I. Kanter",

note = "Publisher Copyright: {\textcopyright} 2002 Nanyang Technological University.; 9th International Conference on Neural Information Processing, ICONIP 2002 ; Conference date: 18-11-2002 Through 22-11-2002",

year = "2002",

doi = "10.1109/iconip.2002.1202841",

language = "אנגלית",

series = "ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1351--1354",

editor = "Rajapakse, {Jagath C.} and Soo-Young Lee and Lipo Wang and Kunihiko Fukushima and Xin Yao",

booktitle = "ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing",

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Kinzel, W & Kanter, I 2002, Neural cryptography. in JC Rajapakse, S-Y Lee, L Wang, K Fukushima & X Yao (eds), ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age., 1202841, ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age, vol. 3, Institute of Electrical and Electronics Engineers Inc., pp. 1351-1354, 9th International Conference on Neural Information Processing, ICONIP 2002, Singapore, Singapore, 18/11/02. https://doi.org/10.1109/iconip.2002.1202841

Neural cryptography. / Kinzel, W.; Kanter, I.
ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. ed. / Jagath C. Rajapakse; Soo-Young Lee; Lipo Wang; Kunihiko Fukushima; Xin Yao. Institute of Electrical and Electronics Engineers Inc., 2002. p. 1351-1354 1202841 (ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age; Vol. 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Kanter, I.

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A2 - Lee, Soo-Young

A2 - Wang, Lipo

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A2 - Yao, Xin

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 18 November 2002 through 22 November 2002

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Kinzel W, Kanter I. Neural cryptography. In Rajapakse JC, Lee SY, Wang L, Fukushima K, Yao X, editors, ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age. Institute of Electrical and Electronics Engineers Inc. 2002. p. 1351-1354. 1202841. (ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age). doi: 10.1109/iconip.2002.1202841

Neural cryptography

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