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Paper Citation Record · LEDGER

DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2409.06072.

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

pith.paper-citation-record.v1
2409.06072 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T20:05:12.035275Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T04:33:57.784905Z

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 8c1acaf7-0090-4db8-a2ba-1fb743bd4f1a · inbound

A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy cites this paper.

A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-10T20:05:12.035275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T20:05:12.035275Z digest=sha256:ca9ab82cba3d4d891139eadc0184871ece7be4638bf97ba07f002607fc07ee61

Observation da766003-663c-4413-8e78-c9b330a356a3 · inbound

Rethinking Fraud Safety Evaluation: Multi-Round Attacks Reveal Safety-Utility Tradeoffs in Graph-Context LLM Defenders cites this paper.

Rethinking Fraud Safety Evaluation: Multi-Round Attacks Reveal Safety-Utility Tradeoffs in Graph-Context LLM Defenders DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-21T04:33:57.787066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-21T04:33:04.629491Z digest=sha256:d5a21f06cf31b9a02b4bc3794dc701c53397b888026d5df051136cb9957dccb8