This research project investigates the role of Artificial Intelligence in ethical hacking, examining how AI is applied to both detecting and exploiting vulnerabilities in modern systems. The study explores historical context, current capabilities, real-world applications, and the ethical and legal considerations surrounding AI-driven offensive security techniques.
This project analyses AI's dual role in cybersecurity — as both a defensive tool for vulnerability detection and an offensive capability for exploitation. Through a structured literature review, methodology analysis, and evaluation of real-world examples, the research identifies key capabilities, challenges, and ethical concerns. Findings provide actionable recommendations for the responsible integration of AI within ethical hacking frameworks and professional security practice.
Analysis of AI capabilities in identifying system weaknesses, with real-world examples and evaluation of current limitations.
Examination of how AI is applied offensively to exploit vulnerabilities within ethical hacking contexts.
Critical evaluation of the ethical responsibilities and legal frameworks governing AI use in offensive security.
Evidence-based conclusions and practical recommendations for responsible AI integration in cybersecurity practice.
Full academic documentation including research, implementation details, testing methodology, and evaluation.
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