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Paper Citation Record · LEDGER

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems

As of 19 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2505.05196.

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

pith.paper-citation-record.v1
2505.05196 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:12:44.422459Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved13
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1d82abd6-cc21-4987-a58d-47f657531cec · outbound

This paper cites an unresolved cited work.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.374329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.374329Z digest=sha256:103727ea7f024677cf3e28124ad04cd8eab8213c06ab3752e1b12d1e6635fc8f

Observation dc45d55f-94d0-49f1-8033-f45666e49f22 · outbound

This paper cites an unresolved cited work.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.378936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.378936Z digest=sha256:3b9ff7a88d56f30985242802d2e9182f37efd036c1234c9386177cecc72ead43

Observation 768309cd-9f7d-4992-8e14-2e599af827dd · outbound

This paper cites Recommendation with Generative Models.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Recommendation with Generative Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.383201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.383201Z digest=sha256:bccefc321bec14cd47f7d955d225d867c7f34628e1321eb0864ebe5287f57488

Observation f9bf77d9-75a9-4807-aa17-7ca9ff952748 · outbound

This paper cites an unresolved cited work.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:12:44.612130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:12:44.387463Z digest=sha256:0752dce97deb38a2aeecb9bafe18a5781e4ae00acd7f5e7879f1515f8fb0e98b

Observation 47ec71b9-e4ca-486f-8bbd-e3dbe052be9e · outbound

This paper cites an unresolved cited work.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.391520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.391520Z digest=sha256:8765d5a755c7ec2325f2560da9df6f19e490cbfe2ad0b0edb4453dc839789070

Observation 9f3f06f1-d365-4e68-9fbc-2a3187b17117 · outbound

This paper cites an unresolved cited work.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.395360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.395360Z digest=sha256:d633d980b37e926b18ac1641c04db4bac91638ab5b9d78b48b8cc8cd34d7c528

Observation 24da4a7f-bedb-46dd-b770-2a1c451e4605 · outbound

This paper cites Prompt Injection attack against LLM-integrated Applications.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Prompt Injection attack against LLM-integrated Applications

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.399465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.399465Z digest=sha256:1e6f5aee5bb8cb5fc4a53626d435fb4863454248c0e99a878e5821d3232d6389

Observation 8e3b3d6a-57f6-48d5-9b81-e57cc9b49111 · outbound

This paper cites an unresolved cited work.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:12:44.587906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-15T23:12:44.403439Z digest=sha256:56c3ca2a22ce91c8855332b92d806fc7323f0ef9f0abc3fea4d30ba862a4f72a

Observation 5d7a6027-e1fa-47b0-b423-d2842b833eb2 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.407132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.407132Z digest=sha256:40320d5e6abc6e4ca0e2da5ada9d5ed2c7b7d0f67937b93b77162310884efd8c

Observation b05f480b-11ec-4cf6-8441-ecab607efae5 · outbound

This paper cites BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.411103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.411103Z digest=sha256:c5268c496c2e86adf02d937ba92d0487618b5afb9431c1e8554fbe28bcd9a7da

Observation cc18ecd5-c4f5-4a71-8a8c-5bbb70763c8a · outbound

This paper cites an unresolved cited work.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.415096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.415096Z digest=sha256:d267898a4b2eeee934cd0f75d4fb0b946c92282151e16b58c46c3b43ef927556

Observation a57a277e-e644-4f01-b244-d976d12d1cd5 · outbound

This paper cites BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models.

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems BadRAG: Identifying Vulnerabilities in Retrieval Augmented Generation of Large Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.418510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.418510Z digest=sha256:b386096a71c89adf230126bee04cc3dda5a6a4a017c6d14ef3d20a4c484e78d3

Observation b15c7f28-be0b-45ac-b0bb-499b8c0e8a2c · outbound

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

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language Models

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T23:12:44.422459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:12:44.422459Z digest=sha256:df6ee67b02756db6ef0bc4e5444d06c6c9f6bff6474b5525c287c1d8c38c9284

Pith citing papers

No inbound Pith citation observations are available.