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pith:2026:VD5RVSSKERXVY4OVRFAEQUCRGW
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Securing Retrieval-Augmented Generation: A Taxonomy of Attacks, Defenses, and Future Directions

Haoyang Li, Jason Chen Zhang, Lei Chen, Mingtao Zhang, Nicole Hu, Qing Li, Yongqi Zhang, Yuming Xu, Zhiyuan Wen, Zhuohan Ge

Secure RAG is fundamentally about protecting the external knowledge-access pipeline rather than the language model alone.

arxiv:2604.08304 v2 · 2026-04-09 · cs.CR · cs.AI

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4 Citations open
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Claims

C1strongest claim

We propose that secure RAG is fundamentally about the security of the external knowledge-access pipeline. We establish an operational boundary to separate inherent LLM flaws from RAG-introduced or RAG-amplified threats.

C2weakest assumption

That the proposed abstraction of the RAG workflow into six stages and the organization around three trust boundaries and four security surfaces comprehensively captures all RAG-specific threats without significant overlap or omission from the literature.

C3one line summary

This paper establishes a taxonomy of RAG security organized around six workflow stages, three trust boundaries, and four primary security surfaces, while reviewing attacks, defenses, and gaps in current protections.

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1 paper in Pith

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First computed 2026-05-28T02:04:47.451359Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a8fb1aca4a246f5c71d5894048505135abddc54326082e000d67ce1744eb90a5

Aliases

arxiv: 2604.08304 · arxiv_version: 2604.08304v2 · doi: 10.48550/arxiv.2604.08304 · pith_short_12: VD5RVSSKERXV · pith_short_16: VD5RVSSKERXVY4OV · pith_short_8: VD5RVSSK
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curl -sH 'Accept: application/ld+json' https://pith.science/pith/VD5RVSSKERXVY4OVRFAEQUCRGW \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a8fb1aca4a246f5c71d5894048505135abddc54326082e000d67ce1744eb90a5
Canonical record JSON
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    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
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    "submitted_at": "2026-04-09T14:38:18Z",
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