Paper Citation Record · LEDGER

Inferential Privacy Leakage in Anonymized Conversational AI Logs

As of 23 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2605.23820.

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

pith.paper-citation-record.v1
2605.23820 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-25T02:44:27.309669Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact4
verified fuzzy5
unresolved0
parse uncertain0
malformed identifier1
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 681963b2-68cc-47e2-b034-c240df259daf · outbound

This paper cites InProceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (AIES), 298–306.

Inferential Privacy Leakage in Anonymized Conversational AI Logs InProceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society (AIES), 298–306

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T02:46:35.302546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bb69a7c4-cd40-4c10-ba3c-17acdba8f189 · outbound

This paper cites Cao, B.; Wen, C.; Scherr, S.; Kobayashi, T.; and Jiang, L.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Cao, B.; Wen, C.; Scherr, S.; Kobayashi, T.; and Jiang, L

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T02:46:35.287702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e76086b5-fae5-4c49-b0fe-e3c1377cc86e · outbound

This paper cites Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History?.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Can LLMs Infer Conversational Agent Users' Personality Traits from Chat History?

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-05-25T02:46:33.603065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 08c11a47-735e-458f-939f-f975837026f7 · outbound

This paper cites Dou, Y .; Krsek, I.; Naous, T.; Kabra, A.; Das, S.; Ritter, A.; and Xu, W.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Dou, Y .; Krsek, I.; Naous, T.; Kabra, A.; Das, S.; Ritter, A.; and Xu, W

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:46:33.619193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0a1d3539-fce4-4664-989d-a80c69ce0338 · outbound

This paper cites Mireshghallah, N.; Antoniak, M.; More, Y .; Choi, Y .; and Farnadi, G.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Mireshghallah, N.; Antoniak, M.; More, Y .; Choi, Y .; and Farnadi, G

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:46:33.608825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 26c1bf0e-e466-47d5-8b3b-128995926d06 · outbound

This paper cites Trust No Bot: Discovering Personal Disclosures in Human-LLM Conversations in the Wild.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Trust No Bot: Discovering Personal Disclosures in Human-LLM Conversations in the Wild

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-25T02:46:33.605186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7fad1026-93fc-48c4-91c0-b7a7d0b348b8 · outbound

This paper cites InProceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency (FAccT), 315–328.

Inferential Privacy Leakage in Anonymized Conversational AI Logs InProceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency (FAccT), 315–328

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T02:46:35.306346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3ef61ca8-9e27-4f1d-a457-b4b1b9c34272 · outbound

This paper cites InProceedings of the 2019 Conference on Em- pirical Methods in Natural Language Processing (EMNLP), 3407–3412.

Inferential Privacy Leakage in Anonymized Conversational AI Logs InProceedings of the 2019 Conference on Em- pirical Methods in Natural Language Processing (EMNLP), 3407–3412

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T02:46:35.298681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3021da8-8871-45a7-bf0c-6dd3e0263cc4 · outbound

This paper cites Beyond Memorization: Violating Privacy Via Inference with Large Language Models.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:46:33.613987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 868f2a26-273c-45c1-be8e-013aaee2802d · outbound

This paper cites Turpin, M.; Michael, J.; Perez, E.; and Bowman, S.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Turpin, M.; Michael, J.; Perez, E.; and Bowman, S

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-25T02:46:33.610455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 213e254d-c15c-46aa-8121-1e2d413b626f · outbound

This paper cites I am 25".

Inferential Privacy Leakage in Anonymized Conversational AI Logs I am 25"

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-25T02:46:35.294621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 63101ef0-9284-413d-8267-3d9a797e38e9 · outbound

This paper cites Personal Data Type.

Inferential Privacy Leakage in Anonymized Conversational AI Logs Personal Data Type

Reference 12

Resolution: malformed identifier; raw_fallback, observed 2026-05-25T02:46:35.291253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.