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Paper Citation Record · LEDGER

Backdoor Collapse: Eliminating Unknown Threats via Known Backdoor Aggregation in Language Models

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2510.10265.

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

pith.paper-citation-record.v1
2510.10265 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 2026-06-27T20:05:30.325338Z

measured 1 of 1 external citation measurements

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

Source: pith, 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

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7429a485-4540-4e0d-9cbd-3962583665ea · inbound

ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety cites this paper.

ProjLens: Unveiling the Role of Projectors in Multimodal Model Safety Backdoor Collapse: Eliminating Unknown Threats via Known Backdoor Aggregation in Language Models

Reference 156

Resolution
verified exact
arxiv_id, observed 2026-05-14T01:54:59.236200Z

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=arxiv_source observed=2026-05-10T03:00:34.862711Z digest=sha256:8a58312fc12993099eb5c5d9e76cd8ae38667f64fab3df1bd19796d646dff083

Observation 75446581-9748-4569-b383-a8bfcd5b791c · inbound

BackFlush: Knowledge-Free Backdoor Detection and Elimination with Watermark Preservation in Large Language Models cites this paper.

BackFlush: Knowledge-Free Backdoor Detection and Elimination with Watermark Preservation in Large Language Models Backdoor Collapse: Eliminating Unknown Threats via Known Backdoor Aggregation in Language Models

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-14T21:02:58.908024Z

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=2026-05-14T21:01:10.756844Z digest=sha256:2f22acd9e97a507a0b871a13fc84cb380a968457b460c7b9ad7f0823c9eaf514

Observation a224b164-088d-477b-a0da-1a395fa4e902 · inbound

Shared Latent Structures Enable Unified Backdoor Detection and Mitigation in LLMs cites this paper.

Shared Latent Structures Enable Unified Backdoor Detection and Mitigation in LLMs Backdoor Collapse: Eliminating Unknown Threats via Known Backdoor Aggregation in Language Models

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-06-27T20:11:13.451270Z

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=arxiv_source observed=2026-06-27T20:05:30.325338Z digest=sha256:87fe997b72d38dccc4b8426c050d343dd6ff6f0385d6282f6b07e776f47b401a