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Paper Citation Record · LEDGER

Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2502.12497.

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

pith.paper-citation-record.v1
2502.12497 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:24:03.477785Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 8876e6b3-47af-4d5f-894c-95dc05d51b64 · inbound

Toward Understanding Bugs in Vector Database Management Systems cites this paper.

Toward Understanding Bugs in Vector Database Management Systems Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T11:24:03.477785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:24:03.477785Z digest=sha256:4570f204785c2e89aa45c425efc9eeb58f8314b899bac90c3efe145ff6b98e01

Observation dd8f7104-56ce-4e61-99e2-8d72edd28033 · inbound

Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms cites this paper.

Bridging AI and Software Security: A Comparative Vulnerability Assessment of LLM Agent Deployment Paradigms Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T19:12:22.978264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:12:22.978264Z digest=sha256:3f35f2db5588c32cce07beace80453d1c8a8576e75f6fcbe007b74c5243b4451

Observation 11cb1854-b4d5-43b9-a785-e7a5328efa16 · inbound

Understanding the Supply Chain and Risks of Large Language Model Applications cites this paper.

Understanding the Supply Chain and Risks of Large Language Model Applications Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-06T14:45:42.905342Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:45:42.905342Z digest=sha256:eab338e9131e303698cd795bb9ce369bc9eb0d496e8d505db672f7bc09f85e1b

Observation 307a95c0-19f1-43c2-9231-f7d42fd937ce · inbound

The Art of Hide and Seek: Making Pickle-Based Model Supply Chain Poisoning Stealthy Again cites this paper.

The Art of Hide and Seek: Making Pickle-Based Model Supply Chain Poisoning Stealthy Again Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T15:32:05.036028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:32:05.036028Z digest=sha256:4744742e894fdbc528824ce6801f9bb7e986685565deb383da6c3bf857dc8b61

Observation 3e229a76-4825-498d-84e6-d969df0c3458 · inbound

Conjunctive Prompt Attacks in Multi-Agent LLM Systems cites this paper.

Conjunctive Prompt Attacks in Multi-Agent LLM Systems Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-07-10T01:19:37.869746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=arxiv_source observed=2026-05-10T08:13:42.401992Z digest=sha256:f6641cb57b1faf62eeabb4c581df6e7f329c36e3cd2411b8f8c2caf60744b331

Observation c16fe48f-17a2-4a42-aa83-00a0a9cab8e8 · inbound

Towards Demystifying and Repairing LLM-in-the-Loop Vulnerabilities cites this paper.

Towards Demystifying and Repairing LLM-in-the-Loop Vulnerabilities Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-07-10T01:19:37.869746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-06-29T11:21:33.012202Z digest=sha256:4cb0d6ac2230f59ddd2527cdde827ac50f315f2615dfae4fcbcb4e7ac76edd27

Observation ef51dc6c-bfcd-46ec-8585-9f81a1c0e330 · inbound

AgentFlow: Building Agent Dependency Graphs for Static Analysis of Agent Programs cites this paper.

AgentFlow: Building Agent Dependency Graphs for Static Analysis of Agent Programs Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-07-10T01:19:37.869746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-07-03T09:17:05.390905Z digest=sha256:2fb840b2dac6ebac41bb815c8e4712b2953ddbd310168b1f6a05a271464454f7