Preprint
Aug 2026
Beyond Detection: Evaluating Defensive LLMs Against AI-Generated Social Engineering in Live Turn-by-Turn Interaction
These findings show that safe-looking behavior alone is insufficient; live scam resistance must separately measure intervention, timing, structural localization, and false-positive behavior.
Yu-Qiao Xu, Osama Zafar, Alexander Nemecek et al.
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