Abstract: Aiming at the defect of passive detection mechanism in traditional intrusion detection systems, a proactive intrusion detection model with autonomic characteristic is proposed in this paper.This model is based on autonomic manager and integrates multi-attribute Auction Mechanism into Agent coordination layer for perceiving the changing of the systems environment, adapting configuration management.Experimental results show that given an appropriate setting, the model can enhance the system's self-adaptive performance and obtain higher detection accuracy.