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Paper Citation Record · LEDGER

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems

As of 9 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 3 inbound Pith citation observations for arXiv:2505.16367.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.16367 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:06:01.723487Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:39:07.088945Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-12T00:01:16.554293Z

Reference resolution

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved34
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0cd33fc5-fd63-413e-8871-ca78e1bf4acb · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:04.945458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:05:58.967224Z digest=sha256:bec196e4226fddad474bee20c0653ef02e4358112e88d8e911c41eeb602bd5fa

Observation 192ae9ad-ea0b-4d20-b229-956fb10b5962 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:04.820017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:05:59.056606Z digest=sha256:ea7754b311943b7bcc20dfe86be6e014cc88c0442e25532a649cd18f13e9c4e0

Observation 48bcc0fa-aa76-43b6-baa8-27c2fe91f01b · outbound

This paper cites SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:59.144675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:59.144675Z digest=sha256:8928f6a778dab933646f63e767557f77d4d6842b866ecb90249101bc62fa4520

Observation 180bc1d0-c708-4f3f-8f8e-ad3d05a644aa · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:04.675384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:05:59.233018Z digest=sha256:a015365edf9457d77a93640b5c82076668298aae8286ad10df1dbdf55de293be

Observation ce927490-5733-4e4d-93c0-a66490992792 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:59.394365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:59.394365Z digest=sha256:5dc0247cd4bbc5b5d8cf6076a9d6abddb71a41ca65e4edb73096b735efbec2a1

Observation 1ce4ef23-5c31-46d0-9eca-a6e5e9b5247a · outbound

This paper cites DeepRAG: Thinking to Retrieve Step by Step for Large Language Models.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems DeepRAG: Thinking to Retrieve Step by Step for Large Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:59.548315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:59.548315Z digest=sha256:068d4835268c21cf8c82335ef8bf09d7e517a22ae6186739e57fb5bfd810fbdc

Observation 3444797e-fc21-4869-b8e6-6103644a509d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:59.685090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:59.685090Z digest=sha256:bd01e01610d1dcb6a1ed7c4636ff364e7d083c96f7965e24eed661c9d8dee68d

Observation e8553720-b96e-44d6-a4dc-df4139c8d5f0 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:59.799523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:59.799523Z digest=sha256:b2873fb2545d779259db0e9ea0d183704c3db51427e724c3200522712dcdb683

Observation 6ea09b43-da77-4211-8172-04ac064234eb · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:04.503314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:05:59.928463Z digest=sha256:dd0e2e7ee4e1c7b3e35eeb0ebff196aa65a5bd9987eab473f1582c49047a69e7

Observation 384f99b1-a769-4a90-a781-2b1fd98b969b · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:04.328668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.022349Z digest=sha256:bbdf4969c8e75e17e8147d790cf1fb0642ceb09967022c0123390f6a4fe59e57

Observation e4a61431-e6d1-4db3-9036-71621e10bbad · outbound

This paper cites Atlas: Few-shot Learning with Retrieval Augmented Language Models.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Atlas: Few-shot Learning with Retrieval Augmented Language Models

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:00.112164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:00.112164Z digest=sha256:d5ba635c3e86c08440a2eb57d11b0dc69bc51dbd98feb9aaeeeac66159fa4907

Observation 675f3265-373f-4b75-b5c3-8407c2822da2 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:00.173553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:00.173553Z digest=sha256:04bb0a96ca050267a89b2874babcdf2c5758daf829d29fc0ac7a34a144c117e5

Observation a2721451-e822-471c-871d-03d4454bbb76 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:04.199786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.230594Z digest=sha256:a75be83a9b59abfaa5c9722f7f675dfa77b4501819dbc2c32ddd9ce8fd3afc3c

Observation 8a8f6b29-ab54-4f18-9fac-c5a4b6243b7a · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:00.344119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:00.344119Z digest=sha256:2048f9d1d4ac8822369b3e5666599e182d8ea3c52bd475407fd8b43970a18d20

Observation a5a4b398-f36f-4308-a2e0-21f7f0873373 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:04.039110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.430765Z digest=sha256:1b4a3e1b30e3d0a73fd704d352b60b8d21f37919e1a667d462e59937cf5f8d1c

Observation 8862e341-3a56-443c-ad09-b3de71f3d453 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:03.889266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.493967Z digest=sha256:5e769328311371a990261cbf74f83013ffcbe5e83ee401f54308b51793ab43f9

Observation 3800296c-2901-40bc-a7ef-94f085465f61 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:03.746037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.556091Z digest=sha256:90883f133ce8d41667e690dab1c4682e8b3338d569809d9579029f394216569c

Observation 8b0c747e-a8f0-417b-82a9-41b7b4e721a8 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:03.607299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.663950Z digest=sha256:afa4b6180d256e61507db7273bd290c055a29064e885ec34e41cc022fe8da42b

Observation e16ce8ec-d0ff-4153-b014-691d03f9b2d3 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:03.425008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.736411Z digest=sha256:91d2ed00966e730145843d2cfb23d29fc043561433446557bc3ed2460e60ca12

Observation 91c5538d-268d-4681-b483-ca4b1c7ad5b5 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:03.299578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.789736Z digest=sha256:5a67f7d7a8a4fbd82d554a772658b247fb043ad211adeb9096804eca78abc0dc

Observation dd4de5d6-56a7-4d2d-bfe0-56e046249ea2 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:03.093892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:00.892416Z digest=sha256:a4ddc1bef98a03c783f02bd440d11a8705d3d99ad8f137654795a94802ecbedd

Observation a073e4ab-e117-4eca-80e1-be09aef864c6 · outbound

This paper cites Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Robust Neural Information Retrieval: An Adversarial and Out-of-distribution Perspective

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:00.965871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:00.965871Z digest=sha256:b47a5127facf0490b2d064934d9c2c8a1f4d048c53c1eac72feec791533a6415

Observation 649a7435-1b39-4dac-8017-73181122e19b · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:01.045920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:01.045920Z digest=sha256:49a516ad23718e52d81676ea0f9aeb2edbd04c7f271e178bb7cf71408847fcb8

Observation f094cbc6-61df-4762-877a-8c3b6c67ddfd · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:01.097544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:01.097544Z digest=sha256:138beaf77d366db77ba06ac1a8ae8929e802a68f04fc3eaa5159a7a30b18bca7

Observation 06492b56-c355-4086-a496-9313bf09673f · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:02.935697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:01.148770Z digest=sha256:b9cbe6c5292f884a0187714fac57066fe53c339dbdef819d76a030a337106dd2

Observation 167cfa9a-f4c4-4e27-968b-bf0d875fdea2 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:02.693559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:01.198412Z digest=sha256:6e9c945907ee53892daf11432bde6df7cba41f9e585c6371f114dbbf76622153

Observation e86c2ffb-66a6-43fb-9b2f-12f9fca48364 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:01.245591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:01.245591Z digest=sha256:568548e6fbedd351b243f83168db8b2d3557acab23c60bb6b2a852e331976fa8

Observation aa2c4216-658b-4fe3-a05e-9c8c72636e4d · outbound

This paper cites Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:01.290122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:01.290122Z digest=sha256:4c990383e6c56a90a31097cf1c088c42575fe64d3efc0656d9af07d09aec64c1

Observation a72d2c34-d6ab-4e69-86dd-8cb8febe9ba7 · outbound

This paper cites Qwen2.5 Technical Report.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Qwen2.5 Technical Report

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:01.329799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:01.329799Z digest=sha256:2e710caef6a4255adc001a79808bad18746afe3662e48652dd582a4a8b323730

Observation fe7a0973-e50e-477f-b163-3076f30f343d · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:02.371910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:01.395211Z digest=sha256:38e8b3da5fd4394e784eee4c549c9c9292772dee6a83415f239ff065e28d9a34

Observation 72a4c8a2-d4b4-43e3-8418-316624126672 · outbound

This paper cites HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems HijackRAG: Hijacking Attacks against Retrieval-Augmented Large Language Models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:01.505577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:01.505577Z digest=sha256:c306e052c14356c7d2537036e6b12db56d5ab7084632bcc409b9cf92b9a8898e

Observation eb5ac088-dc01-4053-b769-9815fd6a2425 · outbound

This paper cites an unresolved cited work.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:06:02.036668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T15:06:01.610972Z digest=sha256:cc2f4b3727b4d31418756fd06a70d32d63c308d360438b543788eae77f38186d

Observation 3429a0c7-ebfc-42f1-a537-070773e75f4b · outbound

This paper cites PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T15:06:01.723487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:06:01.723487Z digest=sha256:5df8cc17ed31c6dd7c38c8c86297cc36968a02a9df93d2d55549b39644e09869

Observation f000a477-8361-4580-beea-f77337147880 · outbound

This paper cites Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations.

Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems Typos that Broke the RAG's Back: Genetic Attack on RAG Pipeline by Simulating Documents in the Wild via Low-level Perturbations

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T15:05:59.068125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:05:59.068125Z digest=sha256:98f05d61954cad7d9cc6af779e7482f29a765e5cf9f64893b9b45e9ed6517328

Pith citing papers

Observation 72c408c2-aaed-4bde-8547-0bd0804a7583 · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems

Reference 174

Resolution
unresolved
no resolver link, observed 2026-08-05T10:39:07.088945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:39:07.088945Z digest=sha256:943825a32c68597c4e8a2c834f594a53754a8da2c8ffb13b93fc423bb5200077

Observation 6ec2ceac-ab58-4b21-8e2f-2ae4bdb76475 · inbound

R-CoT: A Reasoning-Layer Watermark via Redundant Chain-of-Thought in Large Language Models cites this paper.

R-CoT: A Reasoning-Layer Watermark via Redundant Chain-of-Thought in Large Language Models Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:01:16.557240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-07T15:54:22.189376Z digest=sha256:5aa2b2ab3746ca59e2586aef1db30f55c6a4d48fca70ed4ddfdbc15b6479c0b0

Observation 21fc57e3-cd92-4242-b30a-126d1f858baa · inbound

Large Language Models in Misinformation Ecosystems: Misuse, Defense, and Vulnerability cites this paper.

Large Language Models in Misinformation Ecosystems: Misuse, Defense, and Vulnerability Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems

Reference 165

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unresolved
no resolver link, observed 2026-07-14T12:01:22.824663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T12:01:22.824663Z digest=sha256:cf0c385b6d924db61cab37bd598999f3852bb58222b2835a693fb4036324dc3f