Paper Citation Record · LEDGER

LLM-PBE: Assessing Data Privacy in Large Language Models

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2408.12787.

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

pith.paper-citation-record.v1
2408.12787 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:29:40.687841Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T10:26:51.387114Z

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 ac22a64b-e64e-44fe-bef2-2505d453f573 · inbound

Explore Activation Sparsity in Recurrent LLMs for Energy-Efficient Neuromorphic Computing cites this paper.

Explore Activation Sparsity in Recurrent LLMs for Energy-Efficient Neuromorphic Computing LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:19:23.996902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7908414-c097-496e-9bf9-33a9d73ebefc · inbound

From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System cites this paper.

From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-16T11:29:40.687841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c2da962-f4c8-40a8-a5ea-7b77c9094345 · inbound

Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents cites this paper.

Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T10:31:25.535284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f771ec39-a9e9-45eb-9100-cc601f6e2c3b · inbound

A Survey on Privacy Risks and Protection in Large Language Models cites this paper.

A Survey on Privacy Risks and Protection in Large Language Models LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-16T04:07:36.533849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9dfbf51-b562-4a0f-ac7a-09f058962e10 · inbound

PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs cites this paper.

PANORAMA: A synthetic PII-laced dataset for studying sensitive data memorization in LLMs LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:42:27.765123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f737957a-7371-4b8e-aa36-43a5b9c3ab8f · inbound

Small Language Models: Architectures, Techniques, Evaluation, Problems and Future Adaptation cites this paper.

Small Language Models: Architectures, Techniques, Evaluation, Problems and Future Adaptation LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:12.334623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e02cde99-356d-4ff2-be5e-a779481382e2 · inbound

The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs cites this paper.

The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T10:17:26.757454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bcdc331-7bb6-4574-8b97-f54af23d00f6 · inbound

A Survey on Model Extraction Attacks and Defenses for Large Language Models cites this paper.

A Survey on Model Extraction Attacks and Defenses for Large Language Models LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T22:23:09.451168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f86b47b0-f9d0-434d-9c06-c31243ede918 · inbound

SoK: Semantic Privacy in Large Language Models cites this paper.

SoK: Semantic Privacy in Large Language Models LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:40:32.850198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa2056ed-58d7-4dba-a222-d48b56ce1e80 · inbound

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models cites this paper.

Towards Privacy-Preserving and Personalized Smart Homes via Tailored Small Language Models LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T18:47:05.011399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29300d32-ea28-46c1-9728-df78c5632db7 · inbound

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents cites this paper.

Mind the Third Eye! Benchmarking Privacy Awareness in MLLM-powered Smartphone Agents LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T16:55:12.443442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 238f2db2-da2c-474c-8099-a45f386876db · inbound

A Survey: Towards Privacy and Security in Mobile Large Language Models cites this paper.

A Survey: Towards Privacy and Security in Mobile Large Language Models LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:17.861717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4deda658-849a-41d0-a355-683c1fed3455 · inbound

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook cites this paper.

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 142

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:28:14.202066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation af403308-edfb-46ad-884b-548a625a954e · inbound

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study cites this paper.

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:11:05.747703Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b6771f8f-9c1f-4869-8de4-69cd218511f5 · inbound

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study cites this paper.

How Far Are VLMs from Privacy Awareness in the Physical World? An Empirical Study LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:30:59.343200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b9ab6fe1-0b21-475f-877f-b4de2e75d247 · inbound

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support cites this paper.

Large Language Models in Transportation Systems Management and Operations: From Text Reasoning to Multi-modal Decision Support LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 114

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:56:14.179157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 72ab3837-96b6-44ff-bcc8-ba9961bed87b · inbound

Toward a Unified Security and Privacy Framework for AI-Native 6G Networks cites this paper.

Toward a Unified Security and Privacy Framework for AI-Native 6G Networks LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-07-02T10:26:51.389007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 89db64a8-2546-48ce-b82f-79ad70c873f8 · inbound

SpeechLLM Meets Federated Learning for End-to-End ASR: English and Italian Case Studies cites this paper.

SpeechLLM Meets Federated Learning for End-to-End ASR: English and Italian Case Studies LLM-PBE: Assessing Data Privacy in Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T15:28:35.235875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.