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Biological Inspiration for Intrusion Detection using System Calls

Anjum Iqbal, and Mohd. Aizaini Maarof, (2004) Biological Inspiration for Intrusion Detection using System Calls. In: Proceedings of the Joint Conference on Informatics and Research on Women in ICT (RWICT) 2004 , 28 - 30 July 2004 , Putra World Trade Center Kuala Lumpur, Malaysia.

Full text not available from this repository.

Affiliations

Universiti Teknologi Malaysia ,Group on Artificial Immune Systems N Security (GAINS) , Faculty of Computer Science and Information Systems

Abstract

The biological inspirations used to design computational systems and methods have shown promising results, e.g. artificial neural networks, genetic algorithms, and artificial immune systems. In this paper, we are presenting a biologically inspired idea for intrusion detection using system call sequences. The system call sequences of a victim computer system may be considered as genetic sequences of a victim human being under germinal attack The germinal attack produces disease. 5ame as intrusion results in the malfunctioning of a computer system. We should be able to perceive novel methods from biology to tackle this problem. The idea is likely to produce exciting results like its counterparts.

Item Type:Conference or Workshop Item (Paper)
Keywords:Biological inspiration, Intrusion detection. System calls. Genetic sequences. Novel analogy.
Subjects:Q Science
ID Code:1117

[1] Adrian, VS, H., "Genetics and Genomics of Infectious Disease Susceptibility", British Medical Bulletin, Vol. 55, No. 2, 1999, pp. 401-413.

[2] Endler, D., "Intrusion detection: Applying machine learning to Solaris audit data," In Proceeding of the 1998 Annual Computer Security Applications Conference ('aCSAC"98), Los Alamitos, CA, December 1998, pp. 267-279.

[3] Forrest, S., Hofineyr, S. A., Somayaji, A., and LongstafF, T., A., "A sense of self for UNIX processes", In Proceedings ofthe 1996 IEEE Symposium on Security and Privacy, IEEE Computer Society Press, Los Alamitos, CA, 1996, pp. 120-128.

[4] Garfmkel, T., "Traps and Pitfalls: Practical Problems in System Call Interposition Based Security Tools", Network and Distributed System Security Symposium, December 2003

[5] Ghosh, A., K., Schwartzbard, A., and Schatz, M., "Learning Program Behavior Profiles for Intrusion Detection", Proceedings of the Workshop on Intrusion Detection and Network Monitoring, Santa Clara, California, USA, April 9-12, 1999

[6] Hofmeyr, S., A., Forrest, S., and Somayaji, A., "Intrusion Detection Using Sequences of System Calls". Journal of Computer Security, 1998,6, pp. 151-180.

[7] Li, S., and Jones, A., "Temporal Signatures for Intrusion Detection", In Proceedings of the 17th Annual Computer Security Applications Conference, New Orleans, Louisiana, December 10-14,2001

[8] Majors, D., G., "Operating System Call Integrity of the Linux Operating System", M. So. Thesis, University Of Missouri-Rolla. 2003.

[9] Michael, C, C, and Ghosh, A., "Two State-based Approaches to Program-based flnnrnfliv detection", In Proceedings of the 16th Annual Computer Security Applications Conference (ACSAC'OO), New Orleans, Louisiana, December 11-15, 2000, pp. 21-30.

[10]Michael, A., L, Francine, G., Alan, B., Arthur, L., H., and Pamela, H., C, "STK Receptor Tyrosine Kinase Regulates Susceptibility to Infection with Listeria Monocytogenes", Infection and Immunity, Vol. 70, No. 1, p. 416-418.

[ll]Rubini, A., "Kernel System Calls", URL:http://www.linux.it/kemeld(3cs/ksys/, Last accessed on 29-04-2004

[12]Sekar, R., Bendre, M., Bollineni, P., and Dhurjati, D., "A Fast Automaton-Based Method for Detecting Anomalous Program Behaviors", IEEE Symposium on Security and Privacy, Oakland, CA, 2001

[13] Wilfred, G., "The Significance of Genetic Control in TSEs", , MicrobioIogyToday, Vol. 30, Nov. 03, pp. 170-171.

[14]Wagner, D., and Soto, P., "Mimicry Attacks on Host-Based Intrusion Detection Systems", ACM Conference on Computer and Communications Security, 2002.

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