Research on Network Intrusion Detection Based on Improved Immune Network Algorithm
This study aims to enhance the effectiveness of network intrusion detection systems by improving immune network algorithms,and achieve effective identification and defense against diverse threats in complex network environments.The research covers the collection and processing of network traffic data,the design of detection mechanisms based on improved immune network algorithms,and comprehensive testing of system performance.The research results show that the proposed system has achieved excellent levels of accuracy,detection speed,and stability,proving the effectiveness and application value of the improved immune network algorithm in the field of network intrusion detection.