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Paper Citation Record · LEDGER

SABER: Model-agnostic Backdoor Attack on Chain-of-Thought in Neural Code Generation

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.05829.

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

pith.paper-citation-record.v1
2412.05829 v2

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 2026-08-05T06:32:48.257954+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T10:39:07.059000Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T21:12:08.388003Z

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 20c79ffd-7b5a-4680-bde9-a04ab8f53906 · inbound

ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs cites this paper.

ShadowCoT: Cognitive Hijacking for Stealthy Reasoning Backdoors in LLMs SABER: Model-agnostic Backdoor Attack on Chain-of-Thought in Neural Code Generation

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-22T21:12:08.390672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T21:11:46.405944Z digest=sha256:6c144fdb9af1ef190582410f1cd6d85d96c4e7bc47544129dfedb8e145e81247

Observation e80232b3-2ac0-4e02-a940-f0bafb77fc04 · 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 SABER: Model-agnostic Backdoor Attack on Chain-of-Thought in Neural Code Generation

Reference 163

Resolution
unresolved
no resolver link, observed 2026-08-05T10:39:07.059000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T10:39:07.059000Z digest=sha256:61c8892a9f51ef59532547b182770b84b977a0cf750452611ec8eb65ea2cbc5a

Observation 02f390c6-75a6-46e9-8970-30f36e79854d · 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 SABER: Model-agnostic Backdoor Attack on Chain-of-Thought in Neural Code Generation

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-12T00:01:16.640444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-07T15:54:22.189376Z digest=sha256:e133550636b38c6d6b5c7e5c14282fa15c79173616353f3df936310d858d6af7