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An artificial immune system architecture for computer security applications
- Source :
- IEEE Transactions on Evolutionary Computation. 6:252-280
- Publication Year :
- 2002
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2002.
-
Abstract
- With increased global interconnectivity and reliance on e-commerce, network services and Internet communication, computer security has become a necessity. Organizations must protect their systems from intrusion and computer virus attacks. Such protection must detect anomalous patterns by exploiting known signatures while monitoring normal computer programs and network usage for abnormalities. Current anti-virus and network intrusion detection (ID) solutions can become overwhelmed by the burden of capturing and classifying new viral strains and intrusion patterns. To overcome this problem, a self-adaptive distributed agent-based defense immune system based on biological strategies is developed within a hierarchical layered architecture. A prototype interactive system is designed, implemented in Java and tested. The results validate the use of a distributed-agent biological system approach toward the computer security problems of virus elimination and ID.
- Subjects :
- Computer science
Artificial immune system
Network security
business.industry
Computer Applications
Intrusion detection system
Computer security
computer.software_genre
Theoretical Computer Science
Computer virus
Host-based intrusion detection system
Computational Theory and Mathematics
Software agent
Systems architecture
business
computer
Software
Subjects
Details
- ISSN :
- 19410026 and 1089778X
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Evolutionary Computation
- Accession number :
- edsair.doi...........5ee7d879fb05b02182eafa27fad7a54f
- Full Text :
- https://doi.org/10.1109/tevc.2002.1011540