Qiao X, Ai X, Wu Y, Zhang S, Hu B, Yu Y. Intelligent detection of network security vulnerabilities based on machine learning and penetration behavior analysis. JCEIM. 2025;16(2):51-55. doi:10.54097/qc3ztm73