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20232026
most citedA New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems

17 citations · 21 across the 16 of their papers we have counts for

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2 papers · 1 filter

cs.CR2025

DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents

Hao Li, Xiaogeng Liu, Hung-Chun Chiu +3

Large Language Models (LLMs) are increasingly central to agentic systems due to their strong reasoning and planning capabilities. By interacting with external environments through…

cs.CR2025★ 1 cited

DarkMind: Latent Chain-of-Thought Backdoor in Customized LLMs

Zhen Guo, Shanghao Shi, Shamim Yazdani +2

With the rapid rise of personalized AI, customized large language models (LLMs) equipped with Chain of Thought (COT) reasoning now power millions of AI agents. However, their compl…