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cs.CR2026
Your Token Is Gone: A Token-Consumption Countermeasure for Disrupting LLM-Based Scam Systems
Fudu Xing, Kailong Wang, Tianlong Yu
LLM-based scam systems increasingly combine adaptive dialogue, persistent context, external tools, and multi-agent coordination to automate personalized fraud. These capabilities a…
cs.CR2026
UNSEEN: A Cross-Stack LLM Unlearning Defense against AR-LLM Social Engineering Attacks
Tianlong Yu, Yang Yang, Xiao Luo +6
Emerging AR-LLM-based Social Engineering attack (e.g., SEAR) is at the edge of posing great threats to real-world social life. In such AR-LLM-SE attack, the attacker can leverage A…