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cs.CR2025
Beyond Jailbreak: Unveiling Risks in LLM Applications Arising from Blurred Capability Boundaries
Yunyi Zhang, Shibo Cui, Baojun Liu +4
LLM applications (i.e., LLM apps) leverage the powerful capabilities of LLMs to provide users with customized services, revolutionizing traditional application development. While t…
cs.CR2025
You Can't Eat Your Cake and Have It Too: The Performance Degradation of LLMs with Jailbreak Defense
Wuyuao Mai, Geng Hong, Pei Chen +5
With the rise of generative large language models (LLMs) like LLaMA and ChatGPT, these models have significantly transformed daily life and work by providing advanced insights. How…