AIPenTool: A Unified Approach to Automated Penetration Testing for Enhanced Network and Web Application Security
Niharika Kumar, Vijay Kumar Gowda K K, M S Dhanushree · 2025
In response to the growing need for effective cybersecurity practices, this paper presents a unified penetration testing tool designed to streamline and automate the vulnerability assessment process for both network and web applications. Existing penetration testing tools often require the use of multiple disparate applications, which complicates workflows, limits functionality, and increases the burden on users. This tool integrates industry-standard tools like Nmap, Metasploit, and OWASP ZAP within a single platform, providing comprehensive vulnerability scanning, real-time monitoring, and customizable reporting in a user-friendly interface. By offering multi-platform support and automated workflows, this solution enhances accessibility for both technical and non-technical users, thereby increasing the efficiency and accuracy of security testing. Testing results demonstrate the tool's effectiveness in reducing false positives and improving the detection rate of common vulnerabilities, underscoring its value for modern cybersecurity practices. Future directions include the integration of AI-driven analysis for further vulnerability detection optimization.