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来“劫持”LLM的正常指令遵循流程,使其绕过内置的安全防护机制,执行非预期的操作,或者泄露其上下文中的敏感信息。在数据安全标注场景下,提示注入可能导致LLM忽略原始的标注任务,转而输出攻击者想要的内容,或者在标注结果中夹带恶意信息,从而影响标注的公正性和安全性。模型自身的安全风险表明,如果LLM标注系统本身遭到破坏,其产生的标注结果不仅是无用的,甚至可能是有害的。因此,保证LLM自身的安全性对基于

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