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The technology of artificial intelligence breaks a new way in the area of network security. Applying the idea of ant colony optimization into network vulnerability detection and restoration system can improve the performance of network security management. Based on the research of ant colony optimization algorithm, a novel model of multi mobile agent vulnerability detection and restoration system (MAVDRS), which the restoration mechanism adopts ACO is proposed. The results showed that the model can ensure Intranet's security and has a lower delay and higher network bandwidth utilization.