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
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 6 - Volume 07
A Performance-Based Grid Intrusion Detection System
COMPSAC '05 Proceedings of the 29th Annual International Computer Software and Applications Conference - Volume 01
An immune-based model for computer virus detection
CANS'05 Proceedings of the 4th international conference on Cryptology and Network 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
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This paper analyzes the distinctive characteristics of grid environments and proposes a novel immunity and mobile agent based intrusion detection for grid (IMIDG) model. Then, the concepts and formal definitions of self, nonself, antibody, antigen, agent and match algorithm in the grid security domain are given. Besides, the mathematical models of self, mature MoA (mature monitoring agent), dynamic memory MoA (memory monitoring agent) survival, CoA (communicator agent), and BoA (beating off agent) are established. The effects of several import parameters on system performance and detection efficiency in the model of dynamic memory MoA survival are analyzed and shown in the experiments. Our theoretical analysis and experimental results show the model which enhances detection efficiency and assures steady performance in immune-based IDS is a good solution to grid intrusion detection.