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Paper Citation Record · LEDGER

Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2407.04108.

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

pith.paper-citation-record.v1
2407.04108 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:59:32.791087Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T22:27:26.189750Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 84de39dd-b780-4c0d-b10f-1f44a4ce15f4 · inbound

A Systematic Review of Poisoning Attacks Against Large Language Models cites this paper.

A Systematic Review of Poisoning Attacks Against Large Language Models Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T05:59:32.791087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:59:32.791087Z digest=sha256:544bf2465366e783aa734e91a4b06d6f56d98f3d73f394de7aa1a53bef233b16

Observation a7ed8668-dcda-44e3-9099-6fb24c2dcd29 · inbound

Mechanistic Exploration of Backdoored Large Language Model Attention Patterns cites this paper.

Mechanistic Exploration of Backdoored Large Language Model Attention Patterns Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-05T18:42:02.836852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T18:42:02.836852Z digest=sha256:df3758038ae9c9e007fc799ebe7bf167684bd25045181a8914409d82a4a21edb

Observation 417c0653-3b63-4a97-8e1c-f1cd92908bd9 · inbound

Sycophancy Towards Researchers Drives Performative Misalignment cites this paper.

Sycophancy Towards Researchers Drives Performative Misalignment Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-07-02T22:27:26.191169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-06-27T18:52:29.375027Z digest=sha256:ea48539902e45afc384fc0aca42c6fd1fc299512d800b27de419187ca058f012