Ethical Hacking in the AI Era: Enhancing Cybersecurity for Sustainable Digital Transformation

This research article explores the intersection of ethical hacking and artificial intelligence (AI), highlighting the evolving landscape of cybersecurity in the context of AI advancements. As AI technologies become increasingly integrated into various sectors, ethical hacking emerges as a critical practice to identify vulnerabilities and mitigate risks associated with AI systems. This study examines the ethical implications of AI in hacking practices, the role of ethical hackers in safeguarding AI applications, and the potential for AI to enhance ethical hacking methodologies. Through a comprehensive literature review and case studies, the findings reveal the dual nature of AI as both a tool for ethical hacking and a potential source of new vulnerabilities. The article concludes with recommendations for integrating ethical considerations into AI development and ethical hacking practices.