Method for Presenting Danger Signals Based on System Balance

DOI

10.2991/ameii-15.2015.46How to use a DOI?

Keywords

Artificial Immune Systems; Danger Theory; Danger Signal

Abstract

The second generation Artificial Immune Systems based on Danger Theory are not limited to distinguish Self/Nonself. Instead, the Danger Signals generated when systems are threatened, for this reason, the problems of high training costs and low coverage are effectively avoided. The definition and presentation of danger signals are the most important problems in Danger Theory. most of the current studies set danger signals according to special problems, and the signals are set by human experience. The characteristic of adaptability of the Artificial Immune Systems is destroyed. The function of immune system is to maintain the balance of body, the break of balance would inevitably lead to changes. Take the changes as the possible danger signals are feasible. The theory of differential coefficient is used for defining and calculating danger signals. This method does not rely on prior knowledge of human, it is general and adaptive. A worm is used as the example of malicious software to test this method, and the result proved its validity.

Copyright

© 2015, 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  - He Yang
AU  - Si Xiong
PY  - 2015/04
DA  - 2015/04
TI  - Method for Presenting Danger Signals Based on System Balance
BT  - Proceedings of the International Conference on Advances in Mechanical Engineering and Industrial Informatics
PB  - Atlantis Press
SP  - 251
EP  - 256
SN  - 2352-5401
UR  - https://doi.org/10.2991/ameii-15.2015.46
DO  - 10.2991/ameii-15.2015.46
ID  - Yang2015/04
ER  -