Paper Citation Record · LEDGER

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

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 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 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:26:05.844663Z

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 65c03e29-a42e-4ac4-b05c-6ca81be20245 · inbound

Unveiling Large Language Model Supply Chain: Structure, Domain, and Vulnerabilities cites this paper.

Unveiling Large Language Model Supply Chain: Structure, Domain, and Vulnerabilities Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-16T05:26:05.844663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5126369-596f-42ad-a8f3-951e2a610bbb · inbound

LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries cites this paper.

LibVulnWatch: A Deep Assessment Agent System and Leaderboard for Uncovering Hidden Vulnerabilities in Open-Source AI Libraries Demystifying LLM Supply Chain Vulnerabilities in the Wild: Distribution, Root Cause, and Real-World Impact

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T21:56:24.174019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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.

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.

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.

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 2026-08-18T06:34:40.430872+00:00.

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 2026-08-18T06:34:40.430872+00:00.

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 2026-08-18T06:34:40.430872+00:00.