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An artificial immune system and its integration into an organic middleware for self-protection

Published: 08 July 2006 Publication History

Abstract

Our human body is well protected by antibodies from our biological immune system. This protection system matured over millions of years and has proven its functionality. In our research we are transfering techniques of a biological immune system to a computer based environment in order to design a self-protecting middleware which isn't vulnerable to malicious events. First off this paper proposes an artificial immune system (AIS) and evaluates optimal parameter settings. As the first research we show up the correlation between the size of a system and the length of the receptors used within antibodies for an efficient detection. Further on we describe the integration of the immune system into our organic middleware AMUN and afterwards we propose optimization techniques to minimize the memory space needed for storing the antibodies and to speedup the time needed for detecting malicious objects.

References

[1]
Leandro Nunes de Castro and Jonathan Timmis. Artificial Immune Systems: A New Computational Approach. Springer-Verlag, 2002.
[2]
Steven A. Hofmeyr and Stephanie Forrest. Architecture for an Artificial Immune System. In Evolutionary Computation 8, number 4, pages 45--68, Massachusetts Institute of Technology, 2000.
[3]
Jeffrey O. Kephart and David M. Chess. The Vision of Autonomic Computing. IEEE Computer Society, pages 41--50, January 2003.
[4]
Christian Müller-Schloer. Organic Computing Initiative. http://www.informatik.uni-augsburg.de/lehrstuehle/ sik/research /organiccomputing/download/OC-english.pdf, April 2004.
[5]
Wolfgang Trumler, Faruk Bagci, Jan Petzold, and Theo Ungerer. AMUN - autonomic middleware for ubiquitous environments applied to the smart doorplate. Advanced Engineering Informatics, (19):243--252, April 2005.

Cited By

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  • (2012)Detection and Defense Strategies against Attacks on an Artificial Hormone System Running on a Mixed Signal ChipProceedings of the 2012 IEEE 15th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing10.1109/ISORC.2012.26(135-143)Online publication date: 11-Apr-2012
  • (2009)Concepts for Self-ProtectionAutonomic Computing and Networking10.1007/978-0-387-89828-5_15(355-380)Online publication date: 30-Apr-2009
  • (2007)Variations and evaluations of an adaptive accrual failure detector to enable self-healing properties in distributed systemsProceedings of the 20th international conference on Architecture of computing systems10.5555/1763274.1763287(171-184)Online publication date: 12-Mar-2007
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cover image ACM Conferences
GECCO '06: Proceedings of the 8th annual conference on Genetic and evolutionary computation
July 2006
2004 pages
ISBN:1595931864
DOI:10.1145/1143997
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 08 July 2006

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GECCO06
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GECCO06: Genetic and Evolutionary Computation Conference
July 8 - 12, 2006
Washington, Seattle, USA

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GECCO '06 Paper Acceptance Rate 205 of 446 submissions, 46%;
Overall Acceptance Rate 1,669 of 4,410 submissions, 38%

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Cited By

View all
  • (2012)Detection and Defense Strategies against Attacks on an Artificial Hormone System Running on a Mixed Signal ChipProceedings of the 2012 IEEE 15th International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing10.1109/ISORC.2012.26(135-143)Online publication date: 11-Apr-2012
  • (2009)Concepts for Self-ProtectionAutonomic Computing and Networking10.1007/978-0-387-89828-5_15(355-380)Online publication date: 30-Apr-2009
  • (2007)Variations and evaluations of an adaptive accrual failure detector to enable self-healing properties in distributed systemsProceedings of the 20th international conference on Architecture of computing systems10.5555/1763274.1763287(171-184)Online publication date: 12-Mar-2007
  • (2007)Variations and Evaluations of an Adaptive Accrual Failure Detector to Enable Self-healing Properties in Distributed SystemsArchitecture of Computing Systems - ARCS 200710.1007/978-3-540-71270-1_13(171-184)Online publication date: 2007

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