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20242026
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cs.CR2026

WiFiPenTester: Advancing Wireless Ethical Hacking with Governed GenAI

Haitham S. Al-Sinani, Chris J. Mitchell

Wireless ethical hacking relies heavily on skilled practitioners manually interpreting reconnaissance results and executing complex, time-sensitive sequences of commands to identif…

cs.CR2025

PenTest2.0: Towards Autonomous Privilege Escalation Using GenAI

Haitham S. Al-Sinani, Chris J. Mitchell

Ethical hacking today relies on highly skilled practitioners executing complex sequences of commands, which is inherently time-consuming, difficult to scale, and prone to human err…

cs.CR2025

PenTest++: Elevating Ethical Hacking with AI and Automation

Haitham S. Al-Sinani, Chris J. Mitchell

Traditional ethical hacking relies on skilled professionals and time-intensive command management, which limits its scalability and efficiency. To address these challenges, we intr…

cs.CR2024

AI-Augmented Ethical Hacking: A Practical Examination of Manual Exploitation and Privilege Escalation in Linux Environments

Haitham S. Al-Sinani, Chris J. Mitchell

This study explores the application of generative AI (GenAI) within manual exploitation and privilege escalation tasks in Linux-based penetration testing environments, two areas cr…

cs.CR2024

AI-Enhanced Ethical Hacking: A Linux-Focused Experiment

Haitham S. Al-Sinani, Chris J. Mitchell

This technical report investigates the integration of generative AI (GenAI), specifically ChatGPT, into the practice of ethical hacking through a comprehensive experimental study a…