
The era of rapid technological advancement, particularly with the advent of artificial intelligence (AI), has brought significant transformations to digital ecosystems. These transformations present both extraordinary opportunities and severe challenges. One crucial area of focus is the intersection of cybersecurity and AI, examining how AI influences the safeguarding and compromising of digital ecosystems. AI-Driven Security Enhancements Rapid Detection and Automated