Paper Citation Record · LEDGER

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets

As of 7 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2506.03870.

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

pith.paper-citation-record.v1
2506.03870 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:56:26.977758Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-07T09:59:32.165934Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T09:41:26.028081Z

Reference resolution

43 of 43 outbound references displayed

verified exact2
verified fuzzy1
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2729b7cb-f639-4a4c-a6b5-d870d31708a5 · outbound

This paper cites online" 'onlinestring :=.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.777380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b94a7b76-b44a-4b67-a004-25b58afc4687 · outbound

This paper cites write newline.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.782974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff78ec98-16af-47cf-a47c-8d4e39255458 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets On the Opportunities and Risks of Foundation Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.788102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62cf1b57-c0fe-4af0-bb4c-fac6eb5fe511 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.637108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ef545a3d-8016-42a3-a8d6-2df424f9d74c · outbound

This paper cites Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Fine-Tuned 'Small' LLMs (Still) Significantly Outperform Zero-Shot Generative AI Models in Text Classification

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.799225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25737215-a179-4e78-8e2a-58b0009dd858 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.804075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 736cbfff-b79c-4659-94ed-005970070847 · outbound

This paper cites Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with LLM-based Manipulation Checks

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:56:27.213106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7580ab1f-542c-4e39-8780-81161e89098a · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.613617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0913ea69-d9c2-4135-9578-f254b0a3a209 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.820920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50eb8d40-8f91-4003-91c1-f4c425709061 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.590490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 027eddaf-a646-418a-a9c1-2d158c8f6f6b · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.830835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b95de03-64e4-4885-ad25-8bc94de3079c · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.575868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29e5959e-e97b-4afe-b819-5eaef3bc698f · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.561040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9e777397-f5d1-4e3e-9356-aabf4d78102e · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.546810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 1e50c26c-06f8-4160-9ce3-dc0fdce5722a · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.848856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation debaca2a-22f5-479b-814b-4724e8511715 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.523990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4ab7888a-ef8d-4420-b90d-b45b4d32c465 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.858797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 256251cc-21f7-420a-b636-fea7b6fa5bb9 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.510650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 32f2ead1-ee60-44fc-889b-4834af272aad · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.496440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation faee705a-b2db-4449-9546-46e0e732b849 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-07T10:56:27.034640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c228c586-d1c1-4af5-8209-e8c558c07319 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.481701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2093dbff-c30b-4f09-8df1-0e93fef0eb07 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.466794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 4078116e-b4a9-450c-ba8a-99b3b5c5e131 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.452656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ebf5b6d3-75ee-467e-87f1-d8269442a8c2 · outbound

This paper cites Eldesouki, and Yasser Hifny.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Eldesouki, and Yasser Hifny

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:56:27.438100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 47f679fa-9a3e-40a2-a9b1-e73ef5f4e6c1 · outbound

This paper cites Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Use of LLMs for Illicit Purposes: Threats, Prevention Measures, and Vulnerabilities

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.893485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c79872b-80f6-4267-a59d-2db233bc444b · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.422506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d332e70-5147-4e66-9151-79a9ad9b60d8 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.407413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eaa9cb90-1169-4b0e-b002-e67ba027cc15 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.907684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83d73406-a7bc-49d7-b5ce-0e1cf81c2f2f · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.912078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a51a0b9f-6155-40c9-9226-5bb4bd496815 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.916527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f55d0b0-fd8b-406f-b3dd-5a8fb9d3beb9 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.364389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34471862-3374-4296-ab62-1e95f112ad55 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.351107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 781f19d1-8066-48ff-b421-173cf8836380 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.930026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9aae98a-82ba-47e4-98b0-bd78d11de5a3 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.337235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6e6a363a-1920-4035-a508-829eab461008 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.323875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 785c37dd-58dc-421a-ad38-f82a763a1997 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.945694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b1efe4-b97f-4e7d-bccd-1ab2a28b29d4 · outbound

This paper cites Sentiment Analysis through LLM Negotiations.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Sentiment Analysis through LLM Negotiations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.950587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a4ec1b-7cba-4c73-bef2-9afe7df0a6cb · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.310017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation eda6265e-d2a6-4dc4-8d92-1fb3a91a6501 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.959726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4cc2294-7a32-4a65-a8c6-d33ee4a0f6ef · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.287051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8efe1ec-8dab-4059-81e6-ace721226b17 · outbound

This paper cites Sentiment Analysis in the Era of Large Language Models: A Reality Check.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.968791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a454c42-aeac-4f2d-9ff2-9f875d226401 · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.272138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 82f407fe-45ff-42a2-b76a-78a272b28a5a · outbound

This paper cites an unresolved cited work.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:56:27.258533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

Observation f0668a04-1b96-4e3e-b97e-3dfb80a57995 · inbound

From Notepad AI to Social Media: How Can Text Style Transformation Mitigate Social Harm? cites this paper.

From Notepad AI to Social Media: How Can Text Style Transformation Mitigate Social Harm? Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:41:26.029935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.