Meticulous Thought Defender: Fine-Grained Chain-of-Thought (CoT) for Detecting Prompt Injection Attacks of Large Language Models

Large language models (LLMs) have exhibited exceptional capabilities across various natural language processing tasks, however, they remain susceptible to prompt injection attacks, which pose significant security challenges. Traditional detection methods often fail to effectively identify such attac...

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Bibliographic Details
Main Authors: Lijuan Shi, Yajing Kang, Jie Hu, Xinchi Li, Mingchuan Yang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
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Online Access:https://ieeexplore.ieee.org/document/11053836/
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