Unverified50% confidenceFactExact time
By 2023, academia had demonstrated multiple attack vectors against RAG systems, including knowledge conflict attacks and backdoor trigger attacks.
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Long-term
Relevance
9/7/2026
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Unverified2024年多项学术研究展示了记忆投毒攻击在基于RAG的Agent系统中的可行性,包括通过间接提示注入污染检索语料库的攻击方式72% similarUnverified2023年卡内基梅隆大学发表的对抗性攻击论文表明,即便是最先进的安全系统也存在可被系统性利用的盲点72% similarUnverifiedBetween 2023 and 2024, security researchers discovered malicious models on the Hugging Face platform multiple times, with attackers executing attacks by embedding malicious code in model serialization files.65% similarUnverifiedBy 2024, security researchers had demonstrated indirect prompt injection attacks that hijack RAG system outputs by embedding hidden instructions in web pages64% similarUnverifiedSince 2024, multimodal jailbreak attacks have begun to emerge, with attackers embedding malicious instructions in images or audio to bypass text-level safety detection.64% similar
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