Communications of the ACM
Principles of a computer immune system
NSPW '97 Proceedings of the 1997 workshop on New security paradigms
Artificial Immune Systems: A New Computational Intelligence Paradigm
Artificial Immune Systems: A New Computational Intelligence Paradigm
An Overview of Evolutionary Computation
ECML '93 Proceedings of the European Conference on Machine Learning
Self-Nonself Discrimination in a Computer
SP '94 Proceedings of the 1994 IEEE Symposium on Security and Privacy
Architecture for an Artificial Immune System
Evolutionary Computation
CEC '02 Proceedings of the Evolutionary Computation on 2002. CEC '02. Proceedings of the 2002 Congress - Volume 02
An immunological approach to change detection: algorithms, analysis and implications
SP'96 Proceedings of the 1996 IEEE conference on Security and privacy
An artificial immune system architecture for computer securityapplications
IEEE Transactions on Evolutionary Computation
An Immune Multi-agent System for Network Intrusion Detection
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Grid intrusion detection based on immune agent
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Immunity and mobile agent based intrusion detection for grid
PRIMA'06 Proceedings of the 9th Pacific Rim international conference on Agent Computing and Multi-Agent Systems
An immunity-based dynamic multilayer intrusion detection system
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
Immunity and mobile agent based grid intrusion detection
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
NASC: a novel approach for spam classification
ICIC'06 Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III
WISE'06 Proceedings of the 7th international conference on Web Information Systems
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Building on the concepts and the formal definitions of self, nonself, antigen, and detector introduced in the research of network intrusion detection, the dynamic evolution models and the corresponding recursive equations of self, antigen, immune-tolerance, lifecycle of mature detectors, and immune memory are presented. Following that, an immune-based model, referred to as AIBM, for dynamic intrusion detection is developed. Simulation results show that the proposed model has several desirable features including self-learning, self-adaption and diversity, thus providing a effective solution for network intrusion detection.