PenTest++: Elevating Ethical Hacking with AI and Automation
Haitham S. Al-Sinani, Chris J. Mitchell

TL;DR
PenTest++ is an AI-enhanced system that automates key ethical hacking tasks, improving efficiency and scalability while emphasizing ethical safeguards and human oversight.
Contribution
This paper introduces PenTest++, a modular AI-augmented platform that streamlines penetration testing workflows with a focus on ethical considerations.
Findings
Enhanced efficiency and scalability in ethical hacking workflows.
Successful integration of automation and generative AI in cybersecurity tasks.
Discussion of ethical challenges and safeguards in AI-driven cybersecurity tools.
Abstract
Traditional ethical hacking relies on skilled professionals and time-intensive command management, which limits its scalability and efficiency. To address these challenges, we introduce PenTest++, an AI-augmented system that integrates automation with generative AI (GenAI) to optimise ethical hacking workflows. Developed in a controlled virtual environment, PenTest++ streamlines critical penetration testing tasks, including reconnaissance, scanning, enumeration, exploitation, and documentation, while maintaining a modular and adaptable design. The system balances automation with human oversight, ensuring informed decision-making at key stages, and offers significant benefits such as enhanced efficiency, scalability, and adaptability. However, it also raises ethical considerations, including privacy concerns and the risks of AI-generated inaccuracies (hallucinations). This research…
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Taxonomy
TopicsEthics and Social Impacts of AI · Advanced Malware Detection Techniques
MethodsFocus
