Paper Citation Record · LEDGER

A Survey on Privacy Risks and Protection in Large Language Models

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2505.01976.

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

pith.paper-citation-record.v1
2505.01976 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:03:16.380880Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2dec4895-714d-4d2e-bce9-9625ab7e9131 · inbound

EPT Benchmark: Evaluation of Persian Trustworthiness in Large Language Models cites this paper.

EPT Benchmark: Evaluation of Persian Trustworthiness in Large Language Models A Survey on Privacy Risks and Protection in Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T23:03:16.380880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccacf1fe-b710-4337-8d39-f68f084ff901 · inbound

Retrieval-Augmented Code Generation: A Survey with Focus on Repository-Level Approaches cites this paper.

Retrieval-Augmented Code Generation: A Survey with Focus on Repository-Level Approaches A Survey on Privacy Risks and Protection in Large Language Models

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-21T21:20:38.676164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 33da6e24-ab39-4afe-a16c-0a386f1e4cc2 · inbound

SLM Finetuning for Natural Language to Domain Specific Code Generation in Production cites this paper.

SLM Finetuning for Natural Language to Domain Specific Code Generation in Production A Survey on Privacy Risks and Protection in Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:26:00.832011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 38545b2b-6f41-42fd-8124-913445ec744f · inbound

PRISM: Generation-Time Detection and Mitigation of Secret Leakage in Multi-Agent LLM Pipelines cites this paper.

PRISM: Generation-Time Detection and Mitigation of Secret Leakage in Multi-Agent LLM Pipelines A Survey on Privacy Risks and Protection in Large Language Models

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T03:31:18.997852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5610a39f-a2c1-454b-9793-b418833a4264 · inbound

Implicit Reasoning Steering via Concept Chaining cites this paper.

Implicit Reasoning Steering via Concept Chaining A Survey on Privacy Risks and Protection in Large Language Models

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T02:44:27.110686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d52f762-7f6a-4327-8ddc-a642e4ed3cf5 · inbound

Implicit Reasoning Steering via Concept Chaining cites this paper.

Implicit Reasoning Steering via Concept Chaining A Survey on Privacy Risks and Protection in Large Language Models

Reference 116

Resolution: unresolved; no resolver link, observed 2026-08-02T02:44:31.035205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.