The paper proposes Synthetic Trust Attacks (STAs) as a formal threat model with an eight-stage attack chain (STAM) that shifts defense focus from detecting synthetic media to protecting human decision processes in social engineering.
Content realism refers to the capacity of generative models to produce text, audio, and video indistinguishable from authentic human output
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Synthetic Trust Attacks: Modeling How Generative AI Manipulates Human Decisions in Social Engineering Fraud
The paper proposes Synthetic Trust Attacks (STAs) as a formal threat model with an eight-stage attack chain (STAM) that shifts defense focus from detecting synthetic media to protecting human decision processes in social engineering.