Generative AI and Digital Ecosystem Resilience: A Proactive Lifecycle-Based Survey

This survey addresses the proliferation of adversarial synthetic content, accelerated by Generative AI, which renders traditional reactive detection methods ineffective. It proposes a paradigm shift towards proactive detection of emerging inauthentic narratives, adopting a unified, lifecycle-based taxonomy integrating socio-technical models and advanced computational methodologies.