Communications of the ACM
Principles of a computer immune system
NSPW '97 Proceedings of the 1997 workshop on New security paradigms
A security architecture for computational grids
CCS '98 Proceedings of the 5th ACM conference on Computer and communications security
A new model for dynamic intrusion detection
CANS'05 Proceedings of the 4th international conference on Cryptology and Network Security
An artificial immune system architecture for computer securityapplications
IEEE Transactions on Evolutionary Computation
Intelligent agent based artificial immune system for computer security--a review
Artificial Intelligence Review
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This paper proposes a novel grid intrusion detection model based on immune agent (GIDIA), and gives the concepts and formal definitions of self, nonself, antibody, antigen, agent and match algorithm in the grid security domain. Then, the mathematical models of mature MoA (mature monitoring agent), and dynamic memory MoA (memory monitoring agent) survival are established. Besides, effects of the important parameter T in the model of mature MoA on system performance are showed. Our theoretical analysis and experimental results show that the model that has higher detection efficiency and steadier detection performance than the current models is a good solution to grid intrusion detection.