AI RESEARCH
Generative AI and Digital Ecosystem Resilience: A Proactive Lifecycle-Based Survey
arXiv CS.AI
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ArXi:2606.00136v1 Announce Type: cross The proliferation of adversarial synthetic content, accelerated by Generative AI (GenAI) is rendering traditional reactive detection methods ineffective. This survey synthesizes emerging research to nstrate a paradigm shift toward the proactive detection of emerging inauthentic narratives. In this survey, we adopt a unified, lifecycle-based taxonomy to combine socio-technical lifecycle models of adversarial campaigns with advanced computational methodologies for emerging inauthentic narrative detection.