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Paper Citation Record · LEDGER

DePrompt: Desensitization and Evaluation of Personal Identifiable Information in Large Language Model Prompts

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2408.08930.

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

pith.paper-citation-record.v1
2408.08930 v1

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 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T18:59:12.753081Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T16:18:37.483895Z

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 0af43349-94a0-43f6-8cf8-ec01d7830093 · inbound

LLM Access Shield: Domain-Specific LLM Framework for Privacy Policy Compliance cites this paper.

LLM Access Shield: Domain-Specific LLM Framework for Privacy Policy Compliance DePrompt: Desensitization and Evaluation of Personal Identifiable Information in Large Language Model Prompts

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-07T15:07:01.427575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:07:01.427575Z digest=sha256:1290c0e13e17908c909e554e589ed0b832443138e18c725c348a2c01a653a77f

Observation 54ebed3d-7ad7-4096-ac72-d20e78b1466c · inbound

PrivScope: Task-scoped Disclosure Control for Hybrid Agentic Systems cites this paper.

PrivScope: Task-scoped Disclosure Control for Hybrid Agentic Systems DePrompt: Desensitization and Evaluation of Personal Identifiable Information in Large Language Model Prompts

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-20T16:18:37.485398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T16:17:37.824542Z digest=sha256:f2a8d4f9560b34e519bcf2d44e7235f5981883d17495a7e5ca4f8de2b31063da

Observation fb657c17-d253-458a-9a40-f207ddba4ed5 · inbound

Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework cites this paper.

Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework DePrompt: Desensitization and Evaluation of Personal Identifiable Information in Large Language Model Prompts

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-08T18:59:12.753081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T18:59:12.753081Z digest=sha256:e51150ddf52491360b73fc6bdaf6ced9756e2280d6a5082695ca4c1afe27ca88