Paper Citation Record · LEDGER

PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2409.00138.

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

pith.paper-citation-record.v1
2409.00138 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:47:24.075493Z

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

4
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 a85b6332-a9df-4ce2-ba3c-4207254308f2 · inbound

Agent-SafetyBench: Evaluating the Safety of LLM Agents cites this paper.

Agent-SafetyBench: Evaluating the Safety of LLM Agents PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T06:30:47.133097Z

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.

Observation c5f745af-64ea-4aea-8dbf-4e7fdde783db · inbound

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation cites this paper.

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T22:47:24.075493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70135a70-eceb-423a-b07c-84dae238ce06 · inbound

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents cites this paper.

Galaxy: A Cognition-Centered Framework for Proactive, Privacy-Preserving, and Self-Evolving LLM Agents PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T01:01:38.834811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bed9e8ad-bd51-46fb-8dcd-3c88d646e5dd · inbound

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction cites this paper.

PRvL: Quantifying the Capabilities and Risks of Large Language Models for PII Redaction PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-05T23:19:27.089787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a70c93-e239-4120-9762-672022331b6f · inbound

NeuroFilter: Activation-Based Guardrails for Privacy-Conscious LLM Agents cites this paper.

NeuroFilter: Activation-Based Guardrails for Privacy-Conscious LLM Agents PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T09:10:16.332643Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d68dec0-979b-46bf-98e1-2fd0983d6b13 · inbound

CalBench: Evaluating Coordination-Privacy Trade-offs in Multi-Agent LLMs cites this paper.

CalBench: Evaluating Coordination-Privacy Trade-offs in Multi-Agent LLMs PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T14:05:46.431489Z

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.

Observation 34349812-1f50-45da-8851-0ff7b1349ec4 · inbound

Security Document Classification with a Fine-Tuned Local Large Language Model: Benchmark Data and an Open-Source System cites this paper.

Security Document Classification with a Fine-Tuned Local Large Language Model: Benchmark Data and an Open-Source System PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:29:47.185635Z

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.

Observation c8d88f11-7522-4d83-806e-210cdfad6573 · inbound

Beyond Goodhart's Law: A Dynamic Benchmark for Evaluating Compliance in Multi-Agent Systems cites this paper.

Beyond Goodhart's Law: A Dynamic Benchmark for Evaluating Compliance in Multi-Agent Systems PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:47:17.739268Z

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.

Observation a7e23fd5-0fb3-42b9-8ac9-3e0be516610f · inbound

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents cites this paper.

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 100

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:09:53.174737Z

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.

Observation e43c10e2-35f7-42c7-81f7-a0dcc6714d99 · inbound

Whose Side Is Your Agent On? Multi-Party Principal Loyalty in LLM Agents cites this paper.

Whose Side Is Your Agent On? Multi-Party Principal Loyalty in LLM Agents PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T13:44:41.436212Z

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.