Application of ID3 Algorithm in Information Asset Identification

DOI

10.2991/citcs.2012.38How to use a DOI?

Keywords

information Security; decision tree; ID3 algorithm

Abstract

In the issue of information security risk evaluation, the asset, the threat and the vulnerability are the three most important elements. Information asset identification is a primary link of information security risk evaluation process. In this paper, the decision tree algorithm was applied into the identification of information assets; the basic process of ID3 algorithm are described; the data of information system property is classified by ID3 algorithm; the decision tree was made; and the rules are extracted for providing basis of information asset recognition.

Copyright

© 2012, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Yong Hua
AU  - Yunlong Zhang
PY  - 2012/11
DA  - 2012/11
TI  - Application of ID3 Algorithm in Information Asset Identification
BT  - Proceedings of the 2012 National Conference on Information Technology and Computer Science
PB  - Atlantis Press
SP  - 138
EP  - 140
SN  - 1951-6851
UR  - https://doi.org/10.2991/citcs.2012.38
DO  - 10.2991/citcs.2012.38
ID  - Hua2012/11
ER  -