1Mrs V.N.S Manaswini, 2 E Sindhu,3 K Swejan Kumar , 4 P Sindhu,5 K Hemanth. “COMPREHENSIVE NETWORK RECONNAISSANCE AND VULNERABILITY ANALYSIS USING NMAP AND ZENMAP”. American Journal of AI Cyber Computing Management, vol. 6, no. 2, June 2026, pp. 995-1006, https://doi.org/10.64751/.